0
Now the model for Store 1 and Dept 1 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2086.124, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2132.819, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2093.937, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2087.398, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2312.076, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2088.278, Time=0.13 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2086.511, Time=0.07 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=2084.936, Time=0.04 sec
ARIMA(0,0,3)(0,0,0)[0] intercept : AIC=2086.462, Time=0.06 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=2089.764, Time=0.10 sec
ARIMA(0,0,2)(0,0,0)[0] : AIC=2170.255, Time=0.14 sec
Best model: ARIMA(0,0,2)(0,0,0)[0] intercept
Total fit time: 0.681 seconds
ARIMA(0,0,2)(0,0,0)[0] intercept
5475.190273831654
1
Now the model for Store 1 and Dept 10 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1872.469, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1883.015, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1872.033, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1874.879, Time=0.08 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2352.219, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1872.416, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1873.927, Time=0.08 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.321 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
3604.3298729156654
2
Now the model for Store 1 and Dept 11 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1975.165, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2039.585, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1974.827, Time=0.05 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1998.255, Time=0.09 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2316.665, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1975.189, Time=0.06 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1976.974, Time=0.07 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1991.619, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.335 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
4007.0285452935177
3
Now the model for Store 1 and Dept 12 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1734.837, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1794.533, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1739.307, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1765.531, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2140.435, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1735.138, Time=0.07 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1735.396, Time=0.04 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1748.122, Time=0.11 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1733.193, Time=0.05 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1735.041, Time=0.08 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1737.064, Time=0.19 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.06 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.748 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
1101.0947402273296
4
Now the model for Store 1 and Dept 13 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1831.368, Time=0.10 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1833.606, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1831.812, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1833.250, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2395.485, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1828.385, Time=0.18 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1826.466, Time=0.07 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1828.453, Time=0.08 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1830.381, Time=0.17 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.05 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.759 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
2457.417930442531
5
Now the model for Store 1 and Dept 14 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2012.728, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2044.689, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2012.673, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2024.852, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2233.706, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2013.259, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2014.483, Time=0.06 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2035.468, Time=0.02 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.207 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
2669.822619361637
6
Now the model for Store 1 and Dept 16 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2005.242, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2215.394, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2004.048, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2157.503, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2330.877, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2005.033, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2006.990, Time=0.08 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2004.450, Time=0.02 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.249 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
14368.626392087013
7
Now the model for Store 1 and Dept 17 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1792.142, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1826.236, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1790.352, Time=0.05 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1801.645, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2123.923, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1791.923, Time=0.05 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1793.892, Time=0.08 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1814.563, Time=0.02 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.300 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1588.8156272437552
8
Now the model for Store 1 and Dept 19 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1436.181, Time=0.21 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1489.601, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1449.502, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1470.193, Time=0.10 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1734.590, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1434.467, Time=0.08 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1432.549, Time=0.04 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1434.437, Time=0.06 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1436.443, Time=0.11 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.07 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.731 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
324.9906224013744
9
Now the model for Store 1 and Dept 2 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1929.759, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1926.856, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1927.540, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1927.776, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2433.251, Time=0.01 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.129 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
2249.84735116279
10
Now the model for Store 1 and Dept 20 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1622.669, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1650.382, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1624.343, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1633.579, Time=0.10 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1948.088, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1623.750, Time=0.07 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1624.454, Time=0.06 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1629.295, Time=0.16 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1622.415, Time=0.04 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1622.938, Time=0.05 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1624.842, Time=0.08 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.04 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.683 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
740.3062551635038
11
Now the model for Store 1 and Dept 21 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1677.858, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1691.533, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1677.363, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1681.884, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2083.924, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1676.539, Time=0.05 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1678.497, Time=0.05 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1678.555, Time=0.07 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1680.520, Time=0.08 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.410 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
846.1674440935285
12
Now the model for Store 1 and Dept 22 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1855.041, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1878.139, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1856.718, Time=0.06 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1865.708, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2101.612, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1854.360, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1852.605, Time=0.04 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1853.841, Time=0.05 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1855.804, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1864.697, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.399 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
1763.4288783370691
13
Now the model for Store 1 and Dept 23 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2032.115, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2049.642, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2030.642, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2036.513, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2295.713, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2031.830, Time=0.04 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2033.862, Time=0.06 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2062.441, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.199 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
3053.5992126041137
14
Now the model for Store 1 and Dept 24 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1852.240, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1894.106, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1850.992, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1859.616, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2057.387, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1851.930, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1853.975, Time=0.08 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1869.182, Time=0.02 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.271 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1950.5547174853828
15
Now the model for Store 1 and Dept 25 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1772.632, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1798.600, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1771.890, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1780.660, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2135.098, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1772.093, Time=0.04 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1774.088, Time=0.06 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1801.445, Time=0.02 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.306 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1545.5660541370744
16
Now the model for Store 1 and Dept 26 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1771.467, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1805.844, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1769.934, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1781.846, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2063.238, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1771.203, Time=0.05 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1773.137, Time=0.08 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1791.212, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.258 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1375.3733855221428
17
Now the model for Store 1 and Dept 27 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1525.746, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1618.168, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1523.776, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1559.096, Time=0.10 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1761.786, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1525.749, Time=0.04 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1527.746, Time=0.05 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1531.942, Time=0.02 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.306 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
415.37607441096634
18
Now the model for Store 1 and Dept 28 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1269.356, Time=0.16 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1364.153, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1270.816, Time=0.09 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1311.271, Time=0.09 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1588.956, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1268.970, Time=0.25 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1271.686, Time=0.13 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1266.983, Time=0.27 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1268.857, Time=0.19 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=1263.674, Time=0.32 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1269.229, Time=0.25 sec
ARIMA(3,0,3)(0,0,0)[0] intercept : AIC=1266.469, Time=0.35 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=1270.850, Time=0.30 sec
ARIMA(3,0,2)(0,0,0)[0] : AIC=1265.960, Time=0.20 sec
Best model: ARIMA(3,0,2)(0,0,0)[0] intercept
Total fit time: 2.623 seconds
ARIMA(3,0,2)(0,0,0)[0] intercept
273.6821590747878
19
Now the model for Store 1 and Dept 29 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1740.954, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1780.757, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1739.545, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1754.599, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1995.841, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1740.195, Time=0.04 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1741.738, Time=0.06 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1760.145, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.260 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1115.722915032726
20
Now the model for Store 1 and Dept 3 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1995.599, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2093.023, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1997.202, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2024.322, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2212.004, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1996.977, Time=0.05 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1997.486, Time=0.04 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=2010.976, Time=0.11 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1994.994, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1996.888, Time=0.05 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1998.793, Time=0.11 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=2005.248, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.527 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
5704.1224657705925
21
Now the model for Store 1 and Dept 30 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1549.213, Time=0.19 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1624.589, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1558.689, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1595.144, Time=0.08 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1925.901, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1546.201, Time=0.16 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1546.310, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1548.201, Time=0.17 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1548.495, Time=0.18 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1549.416, Time=0.12 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1547.398, Time=0.15 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=1549.927, Time=0.24 sec
ARIMA(2,0,1)(0,0,0)[0] : AIC=1551.900, Time=0.11 sec
Best model: ARIMA(2,0,1)(0,0,0)[0] intercept
Total fit time: 1.489 seconds
ARIMA(2,0,1)(0,0,0)[0] intercept
613.163842947919
22
Now the model for Store 1 and Dept 31 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1726.087, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1771.350, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1725.014, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1729.725, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1889.826, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1725.938, Time=0.04 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1728.045, Time=0.11 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1739.898, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.313 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1170.2197893589748
23
Now the model for Store 1 and Dept 32 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1998.306, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2013.737, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1996.263, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2000.340, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2133.624, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1998.253, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2000.235, Time=0.07 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2021.218, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.223 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
2718.1644473292076
24
Now the model for Store 1 and Dept 33 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1825.905, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1860.846, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1824.060, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1832.726, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2044.711, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1825.828, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1827.868, Time=0.09 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1845.078, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.285 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1624.317736017959
25
Now the model for Store 1 and Dept 34 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1809.484, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1835.886, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1808.589, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1817.092, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2155.455, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1809.373, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1811.205, Time=0.07 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1837.136, Time=0.02 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.261 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
2321.735927673351
26
Now the model for Store 1 and Dept 35 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1541.952, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1554.455, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1541.293, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1545.468, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1865.137, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1541.332, Time=0.04 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1543.267, Time=0.06 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1578.971, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.259 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
545.0343481126447
27
Now the model for Store 1 and Dept 36 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1613.745, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1702.116, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1612.163, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1647.930, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1792.916, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1613.557, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1615.543, Time=0.06 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1618.101, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.258 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
860.5356412502285
28
Now the model for Store 1 and Dept 37 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1455.555, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1470.273, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1454.704, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1459.703, Time=0.08 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1876.242, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1454.512, Time=0.04 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1456.386, Time=0.05 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1456.504, Time=0.06 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1458.359, Time=0.08 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.04 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.436 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
309.678553295792
29
Now the model for Store 1 and Dept 38 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2188.538, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2194.301, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2186.650, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2187.951, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2549.346, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2188.558, Time=0.04 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2190.534, Time=0.08 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2226.544, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.238 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
7895.371993221174
30
Now the model for Store 1 and Dept 4 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1886.753, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1888.394, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1884.992, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1885.921, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2387.852, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1886.593, Time=0.05 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1888.568, Time=0.10 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=inf, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.264 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
2217.7026398106063
31
Now the model for Store 1 and Dept 40 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1914.156, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1963.195, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1918.439, Time=0.05 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1939.740, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2480.091, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1914.177, Time=0.12 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1914.179, Time=0.06 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1925.000, Time=0.12 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1913.011, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1912.570, Time=0.06 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1914.033, Time=0.08 sec
ARIMA(3,0,0)(0,0,0)[0] : AIC=inf, Time=0.05 sec
Best model: ARIMA(3,0,0)(0,0,0)[0] intercept
Total fit time: 0.655 seconds
ARIMA(3,0,0)(0,0,0)[0] intercept
3141.984806930462
32
Now the model for Store 1 and Dept 41 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1578.503, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1611.823, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1576.446, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1583.408, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1741.517, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1578.442, Time=0.07 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1580.230, Time=0.13 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1594.948, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.356 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
658.7991242546557
33
Now the model for Store 1 and Dept 42 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1623.362, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1634.048, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1627.624, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1631.669, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2081.603, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1613.388, Time=0.08 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1611.625, Time=0.04 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1613.396, Time=0.05 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1615.351, Time=0.08 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.390 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
728.962313727028
34
Now the model for Store 1 and Dept 44 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1665.314, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1716.142, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1665.586, Time=0.11 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1688.293, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1989.027, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1664.072, Time=0.08 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1663.704, Time=0.08 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1664.653, Time=0.05 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1666.068, Time=0.14 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1675.579, Time=0.04 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.617 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
672.6016644418647
35
Now the model for Store 1 and Dept 46 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1962.897, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1994.792, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1962.409, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1966.735, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2271.017, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1962.160, Time=0.04 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1963.468, Time=0.05 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1964.386, Time=0.11 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1965.478, Time=0.10 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1987.959, Time=0.03 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.447 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
1715.6978540784316
36
Now the model for Store 1 and Dept 49 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1803.447, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1814.748, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1802.643, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1806.254, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2160.336, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1801.838, Time=0.06 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1802.714, Time=0.05 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1804.063, Time=0.06 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1803.335, Time=0.13 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.480 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
1478.7603071157637
37
Now the model for Store 1 and Dept 5 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2143.853, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2179.484, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2146.928, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2162.830, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2334.885, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2144.441, Time=0.05 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2145.637, Time=0.05 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=2154.299, Time=0.03 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2142.676, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=2144.423, Time=0.05 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2146.329, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=2153.386, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.404 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
6252.601605724059
38
Now the model for Store 1 and Dept 52 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1573.210, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1594.516, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1574.794, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1582.708, Time=0.08 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1860.174, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1572.848, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1570.942, Time=0.04 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1572.733, Time=0.05 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1574.732, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1586.852, Time=0.03 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.411 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
664.9847805075146
39
Now the model for Store 1 and Dept 55 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2007.393, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2055.600, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2007.414, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2028.753, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2215.267, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2009.307, Time=0.05 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2010.156, Time=0.04 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=2015.486, Time=0.03 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2007.504, Time=0.03 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=2007.973, Time=0.10 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=2011.221, Time=0.02 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.355 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
5508.6029820294225
40
Now the model for Store 1 and Dept 56 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1767.301, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1951.380, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1765.354, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1872.679, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2013.207, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1767.186, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1767.700, Time=0.08 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1765.548, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.292 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
3080.8120325324185
41
Now the model for Store 1 and Dept 58 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1753.232, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1753.210, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1752.381, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1752.569, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1933.144, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1753.608, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1754.588, Time=0.06 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1796.417, Time=0.04 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.234 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1339.334428010385
42
Now the model for Store 1 and Dept 59 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1759.140, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1825.118, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1762.431, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1773.103, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1847.502, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1760.716, Time=0.05 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1761.214, Time=0.05 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1761.952, Time=0.09 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1758.700, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1760.537, Time=0.05 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1762.569, Time=0.09 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1763.287, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.505 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
976.2896598516666
43
Now the model for Store 1 and Dept 6 will be created
(100, 2)
(42, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1932.535, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1934.796, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1930.492, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1930.988, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2041.070, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1932.487, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1934.452, Time=0.06 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1963.463, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.202 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1663.7348162890478
44
Now the model for Store 1 and Dept 60 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1388.544, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1391.969, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1389.680, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1386.762, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1682.126, Time=0.01 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1387.089, Time=0.13 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1388.659, Time=0.06 sec
ARIMA(0,0,1)(0,0,0)[0] : AIC=1583.737, Time=0.04 sec
Best model: ARIMA(0,0,1)(0,0,0)[0] intercept
Total fit time: 0.374 seconds
ARIMA(0,0,1)(0,0,0)[0] intercept
187.44386989967256
45
Now the model for Store 1 and Dept 67 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1886.295, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1918.734, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1893.575, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1880.698, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2089.118, Time=0.01 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1882.756, Time=0.03 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1884.339, Time=0.05 sec
ARIMA(0,0,1)(0,0,0)[0] : AIC=1993.747, Time=0.05 sec
Best model: ARIMA(0,0,1)(0,0,0)[0] intercept
Total fit time: 0.274 seconds
ARIMA(0,0,1)(0,0,0)[0] intercept
2228.9811553253608
46
Now the model for Store 1 and Dept 7 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2255.828, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2285.948, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2254.018, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2264.587, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2375.446, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2255.714, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2257.764, Time=0.05 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2269.857, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.182 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
7952.090431288293
47
Now the model for Store 1 and Dept 71 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1641.734, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1658.879, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1640.078, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1644.836, Time=0.11 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1878.746, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1641.595, Time=0.04 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1643.284, Time=0.23 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1667.201, Time=0.03 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.493 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
761.5792960440849
48
Now the model for Store 1 and Dept 72 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2322.653, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2322.314, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2321.414, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2322.016, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2468.916, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2322.354, Time=0.04 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2323.881, Time=0.05 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2364.333, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.184 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
10188.56819249812
49
Now the model for Store 1 and Dept 74 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1813.550, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1822.990, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1811.772, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1815.257, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2160.459, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1813.180, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1815.119, Time=0.07 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1851.502, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.227 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1677.517639276474
50
Now the model for Store 1 and Dept 79 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=inf, Time=0.09 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1999.739, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2000.486, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1996.674, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2371.365, Time=0.01 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1993.918, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1996.395, Time=0.17 sec
ARIMA(0,0,3)(0,0,0)[0] intercept : AIC=1986.200, Time=0.09 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=1987.737, Time=0.13 sec
ARIMA(0,0,3)(0,0,0)[0] : AIC=2290.321, Time=0.06 sec
Best model: ARIMA(0,0,3)(0,0,0)[0] intercept
Total fit time: 0.655 seconds
ARIMA(0,0,3)(0,0,0)[0] intercept
4919.172203195889
51
Now the model for Store 1 and Dept 8 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1809.177, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1809.785, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1807.271, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1809.055, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2377.528, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1805.872, Time=0.05 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1807.882, Time=0.08 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1806.659, Time=0.18 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1808.593, Time=0.23 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.691 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
3164.3832368468475
52
Now the model for Store 1 and Dept 80 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1779.155, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1822.282, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1780.678, Time=0.04 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1788.434, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2226.178, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1779.052, Time=0.10 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1776.957, Time=0.04 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1778.776, Time=0.09 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1780.749, Time=0.13 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.506 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
3223.4415662063116
53
Now the model for Store 1 and Dept 81 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1764.363, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1760.787, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1762.669, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1762.458, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2342.361, Time=0.01 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.160 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
2130.075511627904
54
Now the model for Store 1 and Dept 82 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2018.481, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2056.343, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2016.425, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2027.073, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2286.859, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2018.425, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2020.477, Time=0.06 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2038.005, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.197 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1807.095621271019
55
Now the model for Store 1 and Dept 83 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1669.527, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1705.759, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1667.409, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1678.544, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2013.778, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1669.234, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1671.483, Time=0.07 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1691.427, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.257 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
887.3538544928757
56
Now the model for Store 1 and Dept 85 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1655.587, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1705.587, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1653.690, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1669.693, Time=0.09 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1949.635, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1655.466, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1657.748, Time=0.10 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1672.551, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.308 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
898.2954121112878
57
Now the model for Store 1 and Dept 87 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2054.969, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2107.031, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2060.225, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2084.370, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2425.550, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2055.983, Time=0.06 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2059.044, Time=0.07 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=2065.295, Time=0.03 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2056.670, Time=0.04 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=inf, Time=0.27 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=2043.378, Time=0.14 sec
ARIMA(0,0,1)(0,0,0)[0] : AIC=2363.322, Time=0.02 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2081.731, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] : AIC=2046.029, Time=0.20 sec
ARIMA(1,0,2)(0,0,0)[0] : AIC=2044.523, Time=0.20 sec
ARIMA(0,0,2)(0,0,0)[0] : AIC=2349.253, Time=0.03 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.05 sec
ARIMA(2,0,2)(0,0,0)[0] : AIC=inf, Time=0.28 sec
Best model: ARIMA(1,0,1)(0,0,0)[0]
Total fit time: 1.509 seconds
ARIMA(1,0,1)(0,0,0)[0]
5688.05026766966
58
Now the model for Store 1 and Dept 9 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2064.052, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2094.731, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2062.624, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2072.242, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2338.465, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2064.082, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2065.757, Time=0.06 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2086.823, Time=0.02 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.206 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
6806.4371789216175
59
Now the model for Store 1 and Dept 90 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2068.724, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2096.948, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2073.056, Time=0.05 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2082.794, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2545.183, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2069.330, Time=0.07 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2068.724, Time=0.09 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=2079.967, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2071.339, Time=0.03 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=2059.366, Time=0.29 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=2048.807, Time=0.19 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2065.532, Time=0.12 sec
ARIMA(3,0,3)(0,0,0)[0] intercept : AIC=2047.950, Time=0.28 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=2057.643, Time=0.18 sec
ARIMA(3,0,3)(0,0,0)[0] : AIC=2051.058, Time=0.32 sec
Best model: ARIMA(3,0,3)(0,0,0)[0] intercept
Total fit time: 1.804 seconds
ARIMA(3,0,3)(0,0,0)[0] intercept
4736.546502858307
60
Now the model for Store 1 and Dept 91 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2013.233, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2015.393, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2014.976, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2004.817, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2496.697, Time=0.01 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=2002.249, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2002.711, Time=0.07 sec
ARIMA(0,0,3)(0,0,0)[0] intercept : AIC=1980.598, Time=0.16 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=1991.472, Time=0.17 sec
ARIMA(0,0,3)(0,0,0)[0] : AIC=2412.054, Time=0.04 sec
Best model: ARIMA(0,0,3)(0,0,0)[0] intercept
Total fit time: 0.615 seconds
ARIMA(0,0,3)(0,0,0)[0] intercept
6337.756251276152
61
Now the model for Store 1 and Dept 92 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2229.033, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2240.099, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2226.963, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2228.340, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2646.509, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2228.663, Time=0.04 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2230.953, Time=0.10 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2266.097, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.238 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
12961.833869552423
62
Now the model for Store 1 and Dept 93 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2098.541, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2107.015, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2100.723, Time=0.04 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2096.390, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2517.655, Time=0.01 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=2099.204, Time=0.03 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2100.252, Time=0.08 sec
ARIMA(0,0,1)(0,0,0)[0] : AIC=2451.243, Time=0.03 sec
Best model: ARIMA(0,0,1)(0,0,0)[0] intercept
Total fit time: 0.264 seconds
ARIMA(0,0,1)(0,0,0)[0] intercept
8916.638635933587
63
Now the model for Store 1 and Dept 94 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2034.578, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2056.342, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2038.248, Time=0.09 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2045.058, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2496.200, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2034.905, Time=0.07 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2033.282, Time=0.07 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=2044.615, Time=0.03 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=2026.423, Time=0.30 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=2019.460, Time=0.13 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2029.323, Time=0.10 sec
ARIMA(3,0,3)(0,0,0)[0] intercept : AIC=2019.820, Time=0.22 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=2023.848, Time=0.12 sec
ARIMA(3,0,2)(0,0,0)[0] : AIC=2024.676, Time=0.14 sec
Best model: ARIMA(3,0,2)(0,0,0)[0] intercept
Total fit time: 1.362 seconds
ARIMA(3,0,2)(0,0,0)[0] intercept
3599.7221905132187
64
Now the model for Store 1 and Dept 95 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2093.591, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2126.628, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2091.619, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2100.286, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2623.130, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2093.552, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2095.583, Time=0.13 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=inf, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.274 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
9777.639904553696
65
Now the model for Store 1 and Dept 97 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1898.966, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1909.915, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1903.498, Time=0.04 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1896.786, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2377.405, Time=0.01 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1899.131, Time=0.05 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1900.513, Time=0.10 sec
ARIMA(0,0,1)(0,0,0)[0] : AIC=2257.306, Time=0.11 sec
Best model: ARIMA(0,0,1)(0,0,0)[0] intercept
Total fit time: 0.392 seconds
ARIMA(0,0,1)(0,0,0)[0] intercept
3013.8032961344097
66
Now the model for Store 1 and Dept 98 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1819.393, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1835.231, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1817.157, Time=0.05 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1816.426, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2163.007, Time=0.01 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1818.869, Time=0.03 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1818.627, Time=0.05 sec
ARIMA(0,0,1)(0,0,0)[0] : AIC=2054.792, Time=0.05 sec
Best model: ARIMA(0,0,1)(0,0,0)[0] intercept
Total fit time: 0.304 seconds
ARIMA(0,0,1)(0,0,0)[0] intercept
1007.5561305234506
67
Now the model for Store 10 and Dept 1 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2272.390, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2315.115, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2275.948, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2275.207, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2445.095, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2272.981, Time=0.06 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2273.847, Time=0.05 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=2272.963, Time=0.03 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2270.935, Time=0.04 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=2272.890, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2274.902, Time=0.10 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=2295.284, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.438 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
14252.23969898313
68
Now the model for Store 10 and Dept 10 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1926.299, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1945.763, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1928.703, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1937.308, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2441.599, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1922.825, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1920.829, Time=0.04 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1922.765, Time=0.09 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1924.785, Time=0.14 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.05 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.488 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
3772.848326525622
69
Now the model for Store 10 and Dept 11 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1994.900, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2024.404, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1994.596, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2008.019, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2372.136, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1993.488, Time=0.04 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1994.731, Time=0.07 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1995.152, Time=0.06 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1996.737, Time=0.09 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.381 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
4024.46407299913
70
Now the model for Store 10 and Dept 12 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1651.196, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1711.627, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1656.540, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1680.686, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2112.770, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1652.663, Time=0.06 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1652.419, Time=0.05 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1671.363, Time=0.10 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1652.371, Time=0.04 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1653.675, Time=0.07 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1654.065, Time=0.05 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.532 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
809.7114267575051
71
Now the model for Store 10 and Dept 13 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1922.761, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1959.280, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1925.325, Time=0.04 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1942.176, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2497.126, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1919.450, Time=0.09 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1919.661, Time=0.06 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1921.418, Time=0.14 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1920.371, Time=0.15 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1925.497, Time=0.09 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1921.454, Time=0.07 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=1922.125, Time=0.22 sec
ARIMA(2,0,1)(0,0,0)[0] : AIC=1926.258, Time=0.07 sec
Best model: ARIMA(2,0,1)(0,0,0)[0] intercept
Total fit time: 1.036 seconds
ARIMA(2,0,1)(0,0,0)[0] intercept
3190.6851067251328
72
Now the model for Store 10 and Dept 14 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2152.148, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2181.210, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2155.507, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2167.105, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2419.479, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2152.089, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2150.537, Time=0.04 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=2152.076, Time=0.05 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2153.856, Time=0.08 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=2161.785, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.341 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
6169.310634528402
73
Now the model for Store 10 and Dept 16 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1979.005, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2223.076, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1978.742, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2166.129, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2368.302, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1978.163, Time=0.04 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1977.929, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=inf, Time=0.29 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1978.251, Time=0.09 sec
ARIMA(3,0,0)(0,0,0)[0] : AIC=1978.075, Time=0.04 sec
Best model: ARIMA(3,0,0)(0,0,0)[0] intercept
Total fit time: 0.606 seconds
ARIMA(3,0,0)(0,0,0)[0] intercept
19965.138720716317
74
Now the model for Store 10 and Dept 17 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1952.876, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1978.227, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1953.994, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1964.075, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2331.010, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1951.696, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1949.776, Time=0.04 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1951.788, Time=0.05 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1953.597, Time=0.09 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.04 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.387 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
2561.677107345722
75
Now the model for Store 10 and Dept 19 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1526.858, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1548.386, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1527.853, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1535.401, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1900.560, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1527.586, Time=0.06 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1528.198, Time=0.05 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1531.734, Time=0.15 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1525.865, Time=0.04 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1526.980, Time=0.05 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1528.989, Time=0.08 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.622 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
422.97705552953875
76
Now the model for Store 10 and Dept 2 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2094.364, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2094.133, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2092.459, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2093.289, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2609.837, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2093.217, Time=0.05 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2095.107, Time=0.09 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=inf, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.255 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
5819.745428979978
77
Now the model for Store 10 and Dept 20 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1806.348, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1811.722, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1805.493, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1807.669, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2216.292, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1805.347, Time=0.07 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1805.896, Time=0.06 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1807.089, Time=0.14 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1807.873, Time=0.08 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.04 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.499 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
1446.8327175480133
78
Now the model for Store 10 and Dept 21 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1788.015, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1808.832, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1786.614, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1793.557, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2131.458, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1787.515, Time=0.04 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1789.535, Time=0.07 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1818.016, Time=0.02 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.221 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1225.4977498721446
79
Now the model for Store 10 and Dept 22 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1981.704, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2022.699, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1984.638, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2002.723, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2322.252, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1980.015, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1978.098, Time=0.04 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1980.086, Time=0.05 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1981.978, Time=0.09 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.407 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
3816.6005011075013
80
Now the model for Store 10 and Dept 23 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2218.354, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2246.528, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2218.292, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2229.477, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2514.093, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2216.818, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=2218.723, Time=0.05 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2218.815, Time=0.06 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2220.757, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.337 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
8607.632141966395
81
Now the model for Store 10 and Dept 24 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2018.337, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2067.395, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2016.364, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2038.675, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2238.458, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2018.176, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2015.326, Time=0.07 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2016.165, Time=0.15 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=2015.113, Time=0.13 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2019.127, Time=0.05 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=2015.264, Time=0.17 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=2013.824, Time=0.11 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=2020.905, Time=0.06 sec
ARIMA(3,0,3)(0,0,0)[0] intercept : AIC=2015.691, Time=0.15 sec
ARIMA(2,0,3)(0,0,0)[0] : AIC=2025.518, Time=0.10 sec
Best model: ARIMA(2,0,3)(0,0,0)[0] intercept
Total fit time: 1.115 seconds
ARIMA(2,0,3)(0,0,0)[0] intercept
4975.771122526049
82
Now the model for Store 10 and Dept 25 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1901.206, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1921.452, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1900.014, Time=0.04 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1908.268, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2282.885, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1900.008, Time=0.04 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1901.236, Time=0.06 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1900.650, Time=0.18 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1903.104, Time=0.10 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.524 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
2640.445216065521
83
Now the model for Store 10 and Dept 26 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1970.904, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2012.870, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1970.181, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1989.055, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2253.710, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1970.689, Time=0.04 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1972.658, Time=0.06 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1990.488, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.205 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
3163.852284609912
84
Now the model for Store 10 and Dept 27 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1707.622, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1783.390, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1708.342, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1739.088, Time=0.11 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1982.443, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1708.779, Time=0.06 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1709.250, Time=0.04 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1720.894, Time=0.11 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1706.769, Time=0.05 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1708.731, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1710.750, Time=0.09 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1713.489, Time=0.03 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.614 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
1084.000597361324
85
Now the model for Store 10 and Dept 28 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1403.486, Time=0.09 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1548.253, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1405.932, Time=0.05 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1480.714, Time=0.09 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1751.012, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1404.715, Time=0.13 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1404.397, Time=0.09 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1453.760, Time=0.16 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1402.791, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1404.645, Time=0.11 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1406.542, Time=0.19 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.04 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 1.003 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
747.9957774477613
86
Now the model for Store 10 and Dept 29 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1933.162, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1961.252, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1932.644, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1944.448, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2226.353, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1931.528, Time=0.04 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1932.747, Time=0.04 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1932.753, Time=0.08 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1934.670, Time=0.10 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1946.026, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.367 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
1927.6499381358915
87
Now the model for Store 10 and Dept 3 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2109.482, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2283.901, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2134.081, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2183.342, Time=0.08 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2398.140, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2110.099, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2111.283, Time=0.05 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=2194.964, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2111.861, Time=0.03 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=2109.960, Time=0.11 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=2114.417, Time=0.03 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.467 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
14034.786918513128
88
Now the model for Store 10 and Dept 30 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1730.655, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1799.060, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1728.809, Time=0.05 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1759.237, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2164.779, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1730.256, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1731.301, Time=0.10 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=inf, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.330 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1684.1579632855166
89
Now the model for Store 10 and Dept 31 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1763.798, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1849.527, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1764.765, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1792.393, Time=0.08 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2053.192, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1764.296, Time=0.08 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1764.296, Time=0.04 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1768.860, Time=0.09 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1762.229, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1762.958, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1764.965, Time=0.10 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1777.551, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.552 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
2067.6363603466025
90
Now the model for Store 10 and Dept 32 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2129.197, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2150.385, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2127.474, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2130.396, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2311.920, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2129.089, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2131.088, Time=0.07 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2153.085, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.198 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
4984.1881876634525
91
Now the model for Store 10 and Dept 33 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2013.766, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2053.257, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2011.895, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2028.601, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2233.913, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2013.423, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2009.198, Time=0.08 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2010.202, Time=0.14 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=2008.934, Time=0.14 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2014.353, Time=0.05 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=2009.388, Time=0.18 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=2007.434, Time=0.10 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=2014.338, Time=0.07 sec
ARIMA(3,0,3)(0,0,0)[0] intercept : AIC=2008.806, Time=0.18 sec
ARIMA(2,0,3)(0,0,0)[0] : AIC=2018.543, Time=0.09 sec
Best model: ARIMA(2,0,3)(0,0,0)[0] intercept
Total fit time: 1.171 seconds
ARIMA(2,0,3)(0,0,0)[0] intercept
5043.840551916772
92
Now the model for Store 10 and Dept 34 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2040.905, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2072.130, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2040.839, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2055.663, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2428.516, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2037.868, Time=0.04 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=2037.274, Time=0.05 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2035.458, Time=0.15 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2033.527, Time=0.14 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=2034.589, Time=0.18 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2040.922, Time=0.06 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=2035.102, Time=0.23 sec
ARIMA(2,0,1)(0,0,0)[0] : AIC=2050.569, Time=0.08 sec
Best model: ARIMA(2,0,1)(0,0,0)[0] intercept
Total fit time: 1.032 seconds
ARIMA(2,0,1)(0,0,0)[0] intercept
5637.392972912095
93
Now the model for Store 10 and Dept 35 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1736.520, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1782.990, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1739.569, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1759.750, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2094.777, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1734.910, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1733.220, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1734.854, Time=0.06 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1736.839, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.05 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.404 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
1980.0626626114129
94
Now the model for Store 10 and Dept 36 will be created
(100, 2)
(42, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1696.729, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1876.512, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1694.959, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1789.160, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1973.221, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1696.712, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1698.738, Time=0.12 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1695.919, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.322 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
2468.151939636036
95
Now the model for Store 10 and Dept 37 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1463.471, Time=0.12 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1474.779, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1461.538, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1462.295, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1950.261, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1463.633, Time=0.12 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1466.229, Time=0.10 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=inf, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.468 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
446.02846331114847
96
Now the model for Store 10 and Dept 38 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2121.187, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2128.766, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2121.975, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2124.334, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2558.493, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2121.475, Time=0.07 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2115.632, Time=0.12 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=2124.601, Time=0.03 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=2115.237, Time=0.18 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=2107.218, Time=0.21 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2119.609, Time=0.11 sec
ARIMA(3,0,3)(0,0,0)[0] intercept : AIC=2111.336, Time=0.26 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=2111.130, Time=0.23 sec
ARIMA(3,0,2)(0,0,0)[0] : AIC=2120.685, Time=0.27 sec
Best model: ARIMA(3,0,2)(0,0,0)[0] intercept
Total fit time: 1.598 seconds
ARIMA(3,0,2)(0,0,0)[0] intercept
11169.180639889666
97
Now the model for Store 10 and Dept 4 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1858.162, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1859.843, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1856.149, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1856.614, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2445.170, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1858.150, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1860.156, Time=0.14 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=inf, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.266 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
2559.910768714438
98
Now the model for Store 10 and Dept 40 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1996.013, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2065.307, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2002.648, Time=0.04 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2035.584, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2588.291, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1995.563, Time=0.09 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1994.542, Time=0.05 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1994.335, Time=0.06 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1996.042, Time=0.11 sec
ARIMA(3,0,0)(0,0,0)[0] : AIC=inf, Time=0.05 sec
Best model: ARIMA(3,0,0)(0,0,0)[0] intercept
Total fit time: 0.481 seconds
ARIMA(3,0,0)(0,0,0)[0] intercept
6080.549568850469
99
Now the model for Store 10 and Dept 41 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1994.937, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2066.836, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1998.988, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2033.801, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2183.225, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1994.951, Time=0.06 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1996.040, Time=0.05 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=2022.519, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1992.985, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1994.827, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1996.831, Time=0.08 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1997.064, Time=0.03 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.423 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
5359.623359372822
100
Now the model for Store 10 and Dept 42 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1588.611, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1586.403, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1587.673, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1587.841, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2153.868, Time=0.01 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.108 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
935.9427767441844
101
Now the model for Store 10 and Dept 44 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1755.980, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1817.114, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1755.229, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1777.818, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2113.356, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1756.233, Time=0.04 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1757.777, Time=0.07 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1772.794, Time=0.02 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.281 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
884.4610646667793
102
Now the model for Store 10 and Dept 46 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2089.736, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2119.555, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2087.783, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2096.396, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2472.612, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2089.523, Time=0.04 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2091.464, Time=0.07 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2115.423, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.228 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
5381.011967617796
103
Now the model for Store 10 and Dept 48 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1647.231, Time=0.18 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1681.220, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1659.897, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1665.314, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1829.250, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1655.051, Time=0.09 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1649.798, Time=0.07 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1665.702, Time=0.09 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1658.761, Time=0.02 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1650.058, Time=0.21 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1648.822, Time=0.10 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.870 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
1408.914845041696
104
Now the model for Store 10 and Dept 49 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1855.343, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1875.774, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1859.479, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1866.494, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2262.901, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1853.884, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1853.236, Time=0.04 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1851.537, Time=0.06 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1853.231, Time=0.10 sec
ARIMA(3,0,0)(0,0,0)[0] : AIC=inf, Time=0.05 sec
Best model: ARIMA(3,0,0)(0,0,0)[0] intercept
Total fit time: 0.416 seconds
ARIMA(3,0,0)(0,0,0)[0] intercept
2041.5749302452564
105
Now the model for Store 10 and Dept 5 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2362.584, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2391.146, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2363.771, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2376.008, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2526.026, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2363.617, Time=0.05 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2365.162, Time=0.04 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=2368.951, Time=0.03 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2361.741, Time=0.04 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=2363.566, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2365.501, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=2373.839, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.387 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
19700.805711736273
106
Now the model for Store 10 and Dept 50 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1543.217, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1538.752, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1540.548, Time=0.06 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1540.622, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1954.242, Time=0.01 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.195 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
411.3556976744184
107
Now the model for Store 10 and Dept 52 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1721.556, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1722.812, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1720.831, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1721.795, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2012.562, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1720.899, Time=0.05 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1722.263, Time=0.06 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1770.177, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.221 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1103.465368041572
108
Now the model for Store 10 and Dept 55 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2189.288, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2224.643, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2190.732, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2206.519, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2335.919, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2186.351, Time=0.10 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2187.873, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2188.190, Time=0.12 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=2186.457, Time=0.11 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2192.090, Time=0.04 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=2189.819, Time=0.04 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=2186.491, Time=0.13 sec
ARIMA(2,0,1)(0,0,0)[0] : AIC=2194.806, Time=0.06 sec
Best model: ARIMA(2,0,1)(0,0,0)[0] intercept
Total fit time: 0.737 seconds
ARIMA(2,0,1)(0,0,0)[0] intercept
8029.33911924136
109
Now the model for Store 10 and Dept 56 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1573.753, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1667.286, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1578.481, Time=0.09 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1622.788, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1747.472, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1574.218, Time=0.05 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1573.543, Time=0.12 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1601.523, Time=0.12 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1575.520, Time=0.15 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=1575.423, Time=0.15 sec
ARIMA(0,0,3)(0,0,0)[0] intercept : AIC=1586.312, Time=0.13 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=1577.411, Time=0.24 sec
ARIMA(1,0,2)(0,0,0)[0] : AIC=1577.217, Time=0.08 sec
Best model: ARIMA(1,0,2)(0,0,0)[0] intercept
Total fit time: 1.254 seconds
ARIMA(1,0,2)(0,0,0)[0] intercept
936.2669261030013
110
Now the model for Store 10 and Dept 58 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1788.363, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1793.051, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1787.013, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1788.173, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1994.779, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1788.307, Time=0.04 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1789.991, Time=0.06 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1825.701, Time=0.02 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.255 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1480.1728720918045
111
Now the model for Store 10 and Dept 59 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1940.531, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2040.373, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1951.394, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1973.760, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2055.240, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1941.035, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1940.893, Time=0.04 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1946.643, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1939.656, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1940.561, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1942.584, Time=0.08 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1942.138, Time=0.03 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.421 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
2518.5769028120353
112
Now the model for Store 10 and Dept 6 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2052.546, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2057.992, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2050.768, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2052.141, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2189.865, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2052.689, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2054.368, Time=0.06 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2084.211, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.200 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
3981.629202564911
113
Now the model for Store 10 and Dept 67 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1958.897, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2004.783, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1966.367, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1955.084, Time=0.10 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2204.011, Time=0.01 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1955.811, Time=0.03 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1957.436, Time=0.06 sec
ARIMA(0,0,1)(0,0,0)[0] : AIC=2096.765, Time=0.07 sec
Best model: ARIMA(0,0,1)(0,0,0)[0] intercept
Total fit time: 0.345 seconds
ARIMA(0,0,1)(0,0,0)[0] intercept
3639.036054219161
114
Now the model for Store 10 and Dept 7 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2444.630, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2481.535, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2443.129, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2457.196, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2560.534, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2444.450, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2446.505, Time=0.06 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2456.143, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.193 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
20383.635980260624
115
Now the model for Store 10 and Dept 71 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1873.513, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1901.345, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1871.856, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1884.787, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2218.889, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1870.604, Time=0.05 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1872.555, Time=0.07 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1867.851, Time=0.12 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1869.802, Time=0.14 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1869.748, Time=0.15 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1873.283, Time=0.07 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=1871.506, Time=0.23 sec
ARIMA(2,0,1)(0,0,0)[0] : AIC=1879.744, Time=0.05 sec
Best model: ARIMA(2,0,1)(0,0,0)[0] intercept
Total fit time: 1.001 seconds
ARIMA(2,0,1)(0,0,0)[0] intercept
2630.431513738277
116
Now the model for Store 10 and Dept 72 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2557.422, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2558.236, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2556.462, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2557.365, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2700.442, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2557.102, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2558.570, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2597.846, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.169 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
40798.5628972216
117
Now the model for Store 10 and Dept 74 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1982.989, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2004.155, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1982.959, Time=0.05 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1993.291, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2416.637, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1976.617, Time=0.05 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1979.216, Time=0.06 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1978.329, Time=0.06 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1980.149, Time=0.11 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.04 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.474 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
3727.7169608231065
118
Now the model for Store 10 and Dept 79 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1949.142, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1983.423, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1947.528, Time=0.08 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1961.989, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2397.128, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1945.567, Time=0.06 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1946.158, Time=0.07 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1947.885, Time=0.09 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1947.065, Time=0.10 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.04 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.540 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
4624.501363882749
119
Now the model for Store 10 and Dept 8 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1970.373, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1968.144, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1968.307, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1969.600, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2560.868, Time=0.01 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.109 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
2720.188948837212
120
Now the model for Store 10 and Dept 80 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1249.908, Time=0.13 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1421.628, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1263.260, Time=0.05 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1347.723, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1510.770, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1251.908, Time=0.16 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1251.908, Time=0.16 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1319.532, Time=0.15 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1255.048, Time=0.08 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1251.954, Time=0.30 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1249.760, Time=0.07 sec
ARIMA(0,0,1)(0,0,0)[0] : AIC=1414.556, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1265.375, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] : AIC=1251.758, Time=0.12 sec
ARIMA(1,0,2)(0,0,0)[0] : AIC=1251.756, Time=0.11 sec
ARIMA(0,0,2)(0,0,0)[0] : AIC=inf, Time=0.10 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1255.656, Time=0.06 sec
ARIMA(2,0,2)(0,0,0)[0] : AIC=1251.759, Time=0.17 sec
Best model: ARIMA(1,0,1)(0,0,0)[0]
Total fit time: 1.822 seconds
ARIMA(1,0,1)(0,0,0)[0]
214.6506632376417
121
Now the model for Store 10 and Dept 81 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1601.886, Time=0.08 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1667.639, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1601.816, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1629.973, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2141.742, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1601.761, Time=0.04 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1603.772, Time=0.05 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1603.745, Time=0.07 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1605.729, Time=0.12 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.04 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.506 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
714.5788251968959
122
Now the model for Store 10 and Dept 82 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2121.810, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2159.595, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2119.781, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2129.891, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2325.044, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2121.745, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2123.810, Time=0.06 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2139.147, Time=0.02 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.222 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
2696.7485905288904
123
Now the model for Store 10 and Dept 83 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1182.289, Time=0.12 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1261.076, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1183.296, Time=0.04 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1221.318, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1434.438, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1182.390, Time=0.17 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1183.092, Time=0.08 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1194.362, Time=0.09 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1181.383, Time=0.12 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1182.458, Time=0.10 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1184.458, Time=0.14 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1187.757, Time=0.06 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 1.010 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
67.13515792127173
124
Now the model for Store 10 and Dept 85 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1646.350, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1689.628, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1645.948, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1649.297, Time=0.09 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1899.372, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1645.856, Time=0.04 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1647.797, Time=0.04 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1647.926, Time=0.06 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1649.821, Time=0.11 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1666.402, Time=0.03 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.443 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
323.8443804393767
125
Now the model for Store 10 and Dept 87 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1821.767, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1866.347, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1833.191, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1850.466, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2288.649, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1820.202, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1819.744, Time=0.04 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1820.452, Time=0.06 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1822.104, Time=0.09 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.06 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.399 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
5008.2392582448365
126
Now the model for Store 10 and Dept 9 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2145.618, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2154.138, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2143.765, Time=0.05 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2146.437, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2501.808, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2145.428, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2147.452, Time=0.06 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2184.441, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.225 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
6410.1635640783015
127
Now the model for Store 10 and Dept 90 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1612.992, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1691.093, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1624.273, Time=0.09 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1658.514, Time=0.08 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2196.269, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1606.409, Time=0.10 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1605.305, Time=0.05 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1604.916, Time=0.12 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1605.543, Time=0.15 sec
ARIMA(3,0,0)(0,0,0)[0] : AIC=inf, Time=0.05 sec
Best model: ARIMA(3,0,0)(0,0,0)[0] intercept
Total fit time: 0.710 seconds
ARIMA(3,0,0)(0,0,0)[0] intercept
703.4739035999025
128
Now the model for Store 10 and Dept 91 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1627.422, Time=0.11 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1655.292, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1632.567, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1626.790, Time=0.08 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2177.303, Time=0.01 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1626.715, Time=0.14 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1628.873, Time=0.10 sec
ARIMA(0,0,3)(0,0,0)[0] intercept : AIC=1629.012, Time=0.12 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=1630.573, Time=0.13 sec
ARIMA(0,0,2)(0,0,0)[0] : AIC=inf, Time=0.16 sec
Best model: ARIMA(0,0,2)(0,0,0)[0] intercept
Total fit time: 0.889 seconds
ARIMA(0,0,2)(0,0,0)[0] intercept
763.8761350448743
129
Now the model for Store 10 and Dept 92 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1922.886, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1955.762, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1920.878, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1931.159, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2449.169, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1922.878, Time=0.05 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1924.879, Time=0.08 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=inf, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.287 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
3306.8954166389553
130
Now the model for Store 10 and Dept 93 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1387.841, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1404.782, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1386.933, Time=0.04 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1390.715, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1748.811, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1388.467, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1389.076, Time=0.10 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1420.499, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.286 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
206.71478023511673
131
Now the model for Store 10 and Dept 95 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1968.854, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2097.988, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1967.752, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2031.734, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2530.150, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1969.058, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1970.713, Time=0.08 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=inf, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.284 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
3739.2793440746
132
Now the model for Store 10 and Dept 96 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1665.847, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1713.694, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1668.603, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1686.602, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2138.632, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1667.600, Time=0.25 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1664.953, Time=0.05 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1671.582, Time=0.10 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1665.917, Time=0.27 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=1666.649, Time=0.09 sec
ARIMA(0,0,3)(0,0,0)[0] intercept : AIC=1673.661, Time=0.12 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=1665.640, Time=0.16 sec
ARIMA(1,0,2)(0,0,0)[0] : AIC=1666.201, Time=0.16 sec
Best model: ARIMA(1,0,2)(0,0,0)[0] intercept
Total fit time: 1.339 seconds
ARIMA(1,0,2)(0,0,0)[0] intercept
1688.6797581787166
133
Now the model for Store 10 and Dept 97 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1468.389, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1507.844, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1468.925, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1484.075, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2005.714, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1469.976, Time=0.08 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1467.535, Time=0.08 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1465.952, Time=0.14 sec
ARIMA(0,0,3)(0,0,0)[0] intercept : AIC=1467.248, Time=0.22 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=1469.068, Time=0.11 sec
ARIMA(0,0,2)(0,0,0)[0] : AIC=inf, Time=0.10 sec
Best model: ARIMA(0,0,2)(0,0,0)[0] intercept
Total fit time: 0.892 seconds
ARIMA(0,0,2)(0,0,0)[0] intercept
361.6103948038502
134
Now the model for Store 11 and Dept 1 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2091.903, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2128.637, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2098.721, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2089.015, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2279.317, Time=0.01 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=2089.731, Time=0.03 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2090.993, Time=0.04 sec
ARIMA(0,0,1)(0,0,0)[0] : AIC=2184.442, Time=0.09 sec
Best model: ARIMA(0,0,1)(0,0,0)[0] intercept
Total fit time: 0.263 seconds
ARIMA(0,0,1)(0,0,0)[0] intercept
4647.735599443221
135
Now the model for Store 11 and Dept 10 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1849.894, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1872.695, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1857.020, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1865.196, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2295.843, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1844.822, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1844.509, Time=0.04 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1843.652, Time=0.05 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1845.661, Time=0.08 sec
ARIMA(3,0,0)(0,0,0)[0] : AIC=inf, Time=0.04 sec
Best model: ARIMA(3,0,0)(0,0,0)[0] intercept
Total fit time: 0.374 seconds
ARIMA(3,0,0)(0,0,0)[0] intercept
2554.6484386770007
136
Now the model for Store 11 and Dept 11 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1880.694, Time=0.10 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1925.504, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1878.661, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1890.786, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2253.116, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1880.656, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1882.681, Time=0.06 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1900.088, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.314 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
2460.0125159290046
137
Now the model for Store 11 and Dept 12 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1548.188, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1580.433, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1556.576, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1567.552, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1962.513, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1546.540, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1546.533, Time=0.04 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1546.077, Time=0.06 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1547.717, Time=0.08 sec
ARIMA(3,0,0)(0,0,0)[0] : AIC=inf, Time=0.05 sec
Best model: ARIMA(3,0,0)(0,0,0)[0] intercept
Total fit time: 0.444 seconds
ARIMA(3,0,0)(0,0,0)[0] intercept
419.06200569700945
138
Now the model for Store 11 and Dept 13 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1862.395, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1872.008, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1863.885, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1869.261, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2409.118, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1838.213, Time=0.08 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1841.090, Time=0.05 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1839.556, Time=0.09 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1839.682, Time=0.15 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1847.816, Time=0.07 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1837.976, Time=0.10 sec
ARIMA(3,0,0)(0,0,0)[0] : AIC=inf, Time=0.06 sec
Best model: ARIMA(3,0,0)(0,0,0)[0] intercept
Total fit time: 0.705 seconds
ARIMA(3,0,0)(0,0,0)[0] intercept
2950.1656792047265
139
Now the model for Store 11 and Dept 14 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2070.127, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2092.874, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2070.515, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2079.694, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2321.090, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2071.414, Time=0.05 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2073.094, Time=0.04 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=2073.765, Time=0.03 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2069.502, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=2071.361, Time=0.05 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2073.284, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=2084.389, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.395 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
2998.416056094811
140
Now the model for Store 11 and Dept 16 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1925.941, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2111.040, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1924.572, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2020.140, Time=0.08 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2237.917, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1926.089, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1928.398, Time=0.11 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1925.633, Time=0.02 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.318 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
7873.311256286287
141
Now the model for Store 11 and Dept 17 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1831.139, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1867.474, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1829.413, Time=0.04 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1841.145, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2191.462, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1830.791, Time=0.05 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1832.768, Time=0.06 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1853.177, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.286 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1678.9845954363823
142
Now the model for Store 11 and Dept 2 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1964.631, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1983.622, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1964.124, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1972.982, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2475.566, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1959.382, Time=0.05 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1957.018, Time=0.08 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1958.559, Time=0.13 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1957.594, Time=0.09 sec
ARIMA(3,0,0)(0,0,0)[0] : AIC=inf, Time=0.06 sec
Best model: ARIMA(3,0,0)(0,0,0)[0] intercept
Total fit time: 0.505 seconds
ARIMA(3,0,0)(0,0,0)[0] intercept
3812.468976589625
143
Now the model for Store 11 and Dept 20 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1738.374, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1746.796, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1738.681, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1741.884, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2115.877, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1738.098, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1736.300, Time=0.04 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1737.584, Time=0.05 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1739.582, Time=0.08 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.400 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
1508.0936282488735
144
Now the model for Store 11 and Dept 21 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1723.955, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1744.928, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1722.117, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1728.841, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2079.409, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1723.767, Time=0.05 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1725.790, Time=0.07 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1753.687, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.214 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
799.1218677876917
145
Now the model for Store 11 and Dept 22 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1896.172, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1920.011, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1898.220, Time=0.04 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1907.016, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2219.289, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1896.766, Time=0.05 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1897.777, Time=0.05 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1901.847, Time=0.09 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1895.505, Time=0.04 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1896.066, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1897.899, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.497 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
1950.2117872931863
146
Now the model for Store 11 and Dept 23 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2076.145, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2095.278, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2074.197, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2079.471, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2380.709, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2076.047, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2078.090, Time=0.06 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2105.847, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.222 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
3931.080160233608
147
Now the model for Store 11 and Dept 24 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1890.321, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1934.563, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1889.849, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1900.262, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2116.368, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1889.708, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1891.455, Time=0.05 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1891.763, Time=0.13 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1893.448, Time=0.10 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1910.361, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.447 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
1807.8272034234105
148
Now the model for Store 11 and Dept 25 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1784.324, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1801.585, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1783.016, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1787.239, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2150.712, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1784.379, Time=0.04 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1786.173, Time=0.08 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1817.262, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.279 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
2235.2076519855987
149
Now the model for Store 11 and Dept 26 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1860.724, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1898.192, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1859.716, Time=0.05 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1874.918, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2166.386, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1860.274, Time=0.04 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1862.274, Time=0.11 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1882.091, Time=0.02 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.302 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
2118.34031803874
150
Now the model for Store 11 and Dept 27 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1585.554, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1670.144, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1583.543, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1616.469, Time=0.11 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1848.133, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1585.536, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1587.539, Time=0.06 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1594.156, Time=0.03 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.327 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
445.5689371615502
151
Now the model for Store 11 and Dept 28 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1343.876, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1453.631, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1342.947, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1397.772, Time=0.12 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1670.302, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1343.743, Time=0.04 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1344.388, Time=0.23 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1351.957, Time=0.02 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.473 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
254.7635576672116
152
Now the model for Store 11 and Dept 29 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1839.747, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1867.081, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1837.584, Time=0.04 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1845.684, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2123.808, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1839.584, Time=0.04 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1841.531, Time=0.11 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1863.664, Time=0.02 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.283 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1374.214378625778
153
Now the model for Store 11 and Dept 3 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2043.229, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2168.302, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2058.793, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2081.837, Time=0.08 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2276.246, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2045.024, Time=0.05 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2044.785, Time=0.04 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=2057.103, Time=0.10 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2044.499, Time=0.04 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=2045.883, Time=0.12 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=2051.852, Time=0.02 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.533 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
7580.171428454583
154
Now the model for Store 11 and Dept 30 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1635.714, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1704.705, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1635.304, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1665.156, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2055.413, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1635.174, Time=0.04 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1637.011, Time=0.05 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1637.083, Time=0.07 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1638.905, Time=0.09 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.419 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
1076.9431887948629
155
Now the model for Store 11 and Dept 31 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1707.912, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1762.435, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1706.487, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1719.147, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1920.033, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1707.762, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1709.842, Time=0.12 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1721.377, Time=0.02 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.311 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1075.1127285455505
156
Now the model for Store 11 and Dept 32 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2002.074, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2015.545, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2000.029, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2003.682, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2173.963, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2001.958, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2003.916, Time=0.06 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2029.472, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.213 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
2664.365980375189
157
Now the model for Store 11 and Dept 33 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1852.063, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1889.685, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1851.432, Time=0.04 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1857.396, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2107.788, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1851.537, Time=0.04 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1853.578, Time=0.07 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1873.367, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.294 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1985.1060930202534
158
Now the model for Store 11 and Dept 34 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1892.904, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1928.186, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1891.570, Time=0.05 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1905.205, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2287.623, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1892.210, Time=0.04 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1894.175, Time=0.07 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1916.449, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.263 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
4248.0968506019
159
Now the model for Store 11 and Dept 35 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1607.719, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1642.200, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1606.373, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1618.739, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1952.335, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1607.311, Time=0.07 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1609.208, Time=0.06 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1631.858, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.276 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1226.17710358133
160
Now the model for Store 11 and Dept 36 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1689.774, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1798.954, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1689.618, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1745.294, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1921.202, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1688.967, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1690.153, Time=0.04 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1690.524, Time=0.06 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1692.165, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1693.046, Time=0.04 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.382 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
2003.704390103503
161
Now the model for Store 11 and Dept 37 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1476.993, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1489.828, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1475.991, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1481.376, Time=0.09 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1937.475, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1474.172, Time=0.04 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1476.159, Time=0.07 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1475.793, Time=0.09 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1477.731, Time=0.10 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.04 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.518 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
461.33270282255
162
Now the model for Store 11 and Dept 38 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2089.930, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2088.797, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2087.904, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2087.862, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2530.537, Time=0.01 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=2090.846, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2093.383, Time=0.08 sec
ARIMA(0,0,1)(0,0,0)[0] : AIC=2463.902, Time=0.02 sec
Best model: ARIMA(0,0,1)(0,0,0)[0] intercept
Total fit time: 0.258 seconds
ARIMA(0,0,1)(0,0,0)[0] intercept
7975.285450778732
163
Now the model for Store 11 and Dept 4 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1814.656, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1819.681, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1814.140, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1817.347, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2338.101, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1807.138, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1806.249, Time=0.07 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1808.078, Time=0.14 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1806.757, Time=0.15 sec
ARIMA(3,0,0)(0,0,0)[0] : AIC=inf, Time=0.05 sec
Best model: ARIMA(3,0,0)(0,0,0)[0] intercept
Total fit time: 0.543 seconds
ARIMA(3,0,0)(0,0,0)[0] intercept
1882.219952560298
164
Now the model for Store 11 and Dept 40 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1872.603, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1905.790, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1874.941, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1890.637, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2460.593, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1865.851, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1864.961, Time=0.05 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1866.902, Time=0.07 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1867.844, Time=0.12 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.04 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.470 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
3356.9787366747123
165
Now the model for Store 11 and Dept 41 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1642.439, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1679.700, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1640.982, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1646.567, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1782.238, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1642.289, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1644.390, Time=0.09 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1656.410, Time=0.02 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.265 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
626.3522707308325
166
Now the model for Store 11 and Dept 42 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1540.749, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1557.377, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1546.404, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1551.938, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2023.834, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1535.095, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1534.303, Time=0.04 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1534.684, Time=0.07 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1536.488, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.436 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
808.1892619520872
167
Now the model for Store 11 and Dept 44 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1680.245, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1754.216, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1679.987, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1707.848, Time=0.09 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2002.214, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1680.377, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1682.138, Time=0.06 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1694.531, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.252 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1051.6357368591093
168
Now the model for Store 11 and Dept 46 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2010.097, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2028.267, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2008.519, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2010.423, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2333.317, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2009.705, Time=0.05 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2012.175, Time=0.10 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2040.426, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.248 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
2494.013480769138
169
Now the model for Store 11 and Dept 49 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1753.388, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1769.022, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1750.932, Time=0.04 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1755.573, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2081.398, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1752.721, Time=0.05 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1754.845, Time=0.06 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1782.803, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.256 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1510.4233665281838
170
Now the model for Store 11 and Dept 5 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2208.802, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2235.732, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2211.542, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2222.827, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2415.221, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2208.952, Time=0.05 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2210.655, Time=0.04 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=2216.585, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2207.284, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=2208.877, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2210.746, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=2220.053, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.383 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
8940.323517855837
171
Now the model for Store 11 and Dept 52 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1562.254, Time=0.20 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1637.520, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1581.857, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1606.111, Time=0.08 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1852.896, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1563.308, Time=0.23 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1563.643, Time=0.04 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1598.697, Time=0.09 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1571.538, Time=0.03 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1562.162, Time=0.27 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=1562.479, Time=0.10 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=1562.888, Time=0.18 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=1561.199, Time=0.04 sec
ARIMA(0,0,3)(0,0,0)[0] intercept : AIC=1588.504, Time=0.12 sec
ARIMA(1,0,3)(0,0,0)[0] : AIC=1565.124, Time=0.14 sec
Best model: ARIMA(1,0,3)(0,0,0)[0] intercept
Total fit time: 1.559 seconds
ARIMA(1,0,3)(0,0,0)[0] intercept
544.0877093407311
172
Now the model for Store 11 and Dept 55 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2037.142, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2069.709, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2037.779, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2051.896, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2219.810, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2038.479, Time=0.05 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2039.792, Time=0.04 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=2042.972, Time=0.03 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2036.494, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=2038.489, Time=0.05 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2040.465, Time=0.10 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=2047.825, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.411 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
5789.588677605857
173
Now the model for Store 11 and Dept 56 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1790.861, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1922.772, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1790.593, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1847.960, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1989.836, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1790.523, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1792.100, Time=0.04 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1792.460, Time=0.07 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1793.987, Time=0.10 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1793.185, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.415 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
2060.9774653693717
174
Now the model for Store 11 and Dept 58 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1801.960, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1833.100, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1805.643, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1817.189, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1959.932, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1802.897, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1803.012, Time=0.04 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1814.498, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1802.105, Time=0.03 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=inf, Time=0.11 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1803.052, Time=0.04 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.394 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
1703.2546502150751
175
Now the model for Store 11 and Dept 59 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1844.461, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1894.959, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1847.329, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1850.787, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1910.575, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1846.452, Time=0.07 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1846.189, Time=0.12 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1846.313, Time=0.03 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1844.736, Time=0.03 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1848.375, Time=0.06 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1847.528, Time=0.02 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.446 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
748.6078774733259
176
Now the model for Store 11 and Dept 6 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1925.489, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1929.779, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1923.393, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1923.783, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2076.797, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1925.319, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1927.387, Time=0.06 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1959.199, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.190 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
2992.1394502496964
177
Now the model for Store 11 and Dept 67 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1921.387, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1957.613, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1928.061, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1918.586, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2148.676, Time=0.01 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1918.393, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1920.871, Time=0.06 sec
ARIMA(0,0,3)(0,0,0)[0] intercept : AIC=1919.831, Time=0.04 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=1921.215, Time=0.06 sec
ARIMA(0,0,2)(0,0,0)[0] : AIC=2004.599, Time=0.09 sec
Best model: ARIMA(0,0,2)(0,0,0)[0] intercept
Total fit time: 0.380 seconds
ARIMA(0,0,2)(0,0,0)[0] intercept
2507.8748044544614
178
Now the model for Store 11 and Dept 7 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2333.059, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2365.627, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2331.144, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2341.607, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2447.375, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2332.985, Time=0.04 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2335.029, Time=0.07 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2345.388, Time=0.02 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.244 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
8966.016958517972
179
Now the model for Store 11 and Dept 71 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1783.707, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1817.021, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1781.828, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1790.990, Time=0.14 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2116.440, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1783.099, Time=0.06 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1784.919, Time=0.09 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1805.231, Time=0.02 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.415 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1970.6728491727154
180
Now the model for Store 11 and Dept 72 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2356.519, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2356.741, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2355.146, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2355.911, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2543.901, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2356.155, Time=0.04 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2357.876, Time=0.06 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2400.884, Time=0.02 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.234 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
11299.142516609325
181
Now the model for Store 11 and Dept 74 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1882.678, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1909.330, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1882.048, Time=0.06 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1892.005, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2299.060, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1880.922, Time=0.08 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1882.645, Time=0.07 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1882.947, Time=0.08 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1884.101, Time=0.10 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.04 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.560 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
2803.3951957146296
182
Now the model for Store 11 and Dept 79 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1935.040, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1931.723, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1932.830, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1932.665, Time=0.08 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2354.697, Time=0.01 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.171 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
3816.8311674418605
183
Now the model for Store 11 and Dept 8 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1863.889, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1865.975, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1863.280, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1864.851, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2372.533, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1859.949, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1861.922, Time=0.08 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1861.909, Time=0.05 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1863.906, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.04 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.368 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
1881.3680272399363
184
Now the model for Store 11 and Dept 80 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1663.417, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1690.266, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1661.591, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1664.456, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2180.527, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1663.153, Time=0.04 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1665.567, Time=0.19 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=inf, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.394 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1644.9089868835479
185
Now the model for Store 11 and Dept 81 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1627.602, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1635.081, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1625.601, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1627.505, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2177.808, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1627.592, Time=0.05 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1629.595, Time=0.10 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.264 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
756.60709413583
186
Now the model for Store 11 and Dept 82 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2090.553, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2132.109, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2089.397, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2097.957, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2312.723, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2090.238, Time=0.04 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2092.294, Time=0.05 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2108.397, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.216 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
2465.73800114051
187
Now the model for Store 11 and Dept 83 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1522.964, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1559.082, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1523.556, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1525.676, Time=0.10 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1907.501, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1526.247, Time=0.19 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1524.100, Time=0.07 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1518.841, Time=0.09 sec
ARIMA(0,0,3)(0,0,0)[0] intercept : AIC=1519.460, Time=0.19 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=1522.630, Time=0.08 sec
ARIMA(0,0,2)(0,0,0)[0] : AIC=1714.253, Time=0.17 sec
Best model: ARIMA(0,0,2)(0,0,0)[0] intercept
Total fit time: 0.978 seconds
ARIMA(0,0,2)(0,0,0)[0] intercept
514.6107821104443
188
Now the model for Store 11 and Dept 85 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1518.995, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1553.681, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1516.946, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1526.407, Time=0.09 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1817.852, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1518.957, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1520.986, Time=0.06 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1540.855, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.286 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
441.48590064009267
189
Now the model for Store 11 and Dept 87 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1795.447, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1807.606, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1795.797, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1800.204, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2195.136, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1796.099, Time=0.05 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1796.211, Time=0.06 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1797.472, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1794.226, Time=0.04 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1795.974, Time=0.06 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1797.949, Time=0.09 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.482 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
3050.0486050509944
190
Now the model for Store 11 and Dept 9 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1937.787, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1946.446, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1937.744, Time=0.05 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1940.970, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2261.111, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1935.983, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1937.899, Time=0.05 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1937.963, Time=0.07 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1939.901, Time=0.08 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.441 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
3183.7420600421815
191
Now the model for Store 11 and Dept 90 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1920.489, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1932.598, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1920.370, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1924.612, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2444.501, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1920.643, Time=0.05 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1921.873, Time=0.06 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=inf, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.225 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
2749.352647944508
192
Now the model for Store 11 and Dept 91 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1927.675, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1928.073, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1927.267, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1921.503, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2414.838, Time=0.01 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1918.547, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1919.040, Time=0.09 sec
ARIMA(0,0,3)(0,0,0)[0] intercept : AIC=1888.164, Time=0.18 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=1905.155, Time=0.19 sec
ARIMA(0,0,3)(0,0,0)[0] : AIC=2329.251, Time=0.03 sec
Best model: ARIMA(0,0,3)(0,0,0)[0] intercept
Total fit time: 0.648 seconds
ARIMA(0,0,3)(0,0,0)[0] intercept
2917.9141821240864
193
Now the model for Store 11 and Dept 92 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2086.449, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2099.730, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2084.485, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2087.665, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2535.253, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2086.487, Time=0.04 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2088.400, Time=0.09 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=inf, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.242 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
6638.080048826374
194
Now the model for Store 11 and Dept 93 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1937.607, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1947.035, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1938.352, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1935.613, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2362.254, Time=0.01 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1937.613, Time=0.03 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1939.670, Time=0.08 sec
ARIMA(0,0,1)(0,0,0)[0] : AIC=2296.136, Time=0.02 sec
Best model: ARIMA(0,0,1)(0,0,0)[0] intercept
Total fit time: 0.245 seconds
ARIMA(0,0,1)(0,0,0)[0] intercept
3433.615304078814
195
Now the model for Store 11 and Dept 94 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1939.614, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1963.035, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1943.467, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1951.955, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2389.093, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1939.165, Time=0.08 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1938.519, Time=0.04 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1937.822, Time=0.06 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1939.016, Time=0.09 sec
ARIMA(3,0,0)(0,0,0)[0] : AIC=inf, Time=0.05 sec
Best model: ARIMA(3,0,0)(0,0,0)[0] intercept
Total fit time: 0.430 seconds
ARIMA(3,0,0)(0,0,0)[0] intercept
3831.3536692655316
196
Now the model for Store 11 and Dept 95 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1997.666, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2033.725, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1996.998, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2011.412, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2536.513, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1998.426, Time=0.05 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1998.795, Time=0.18 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.345 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
5594.526935233075
197
Now the model for Store 11 and Dept 96 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1888.478, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1886.449, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1886.482, Time=0.05 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1886.468, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2284.383, Time=0.01 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.135 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
1544.395553488372
198
Now the model for Store 11 and Dept 97 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1730.154, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1736.315, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1733.305, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1727.913, Time=0.08 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2228.423, Time=0.01 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1729.675, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1730.374, Time=0.08 sec
ARIMA(0,0,1)(0,0,0)[0] : AIC=2110.306, Time=0.06 sec
Best model: ARIMA(0,0,1)(0,0,0)[0] intercept
Total fit time: 0.358 seconds
ARIMA(0,0,1)(0,0,0)[0] intercept
1350.130715344936
199
Now the model for Store 11 and Dept 98 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1815.566, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1834.735, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1813.338, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1814.278, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2132.579, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1815.419, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1817.978, Time=0.15 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1844.986, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.342 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1686.9999194796649
200
Now the model for Store 12 and Dept 1 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2083.614, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2116.038, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2086.172, Time=0.04 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2082.967, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2265.312, Time=0.00 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=2082.569, Time=0.03 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2084.259, Time=0.05 sec
ARIMA(0,0,3)(0,0,0)[0] intercept : AIC=2084.261, Time=0.04 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=2087.040, Time=0.06 sec
ARIMA(0,0,2)(0,0,0)[0] : AIC=2185.866, Time=0.02 sec
Best model: ARIMA(0,0,2)(0,0,0)[0] intercept
Total fit time: 0.303 seconds
ARIMA(0,0,2)(0,0,0)[0] intercept
5159.565151808624
201
Now the model for Store 12 and Dept 10 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1773.583, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1845.033, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1782.908, Time=0.04 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1805.739, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2244.013, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1774.709, Time=0.10 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1775.088, Time=0.05 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1803.622, Time=0.11 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1777.383, Time=0.06 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1772.717, Time=0.09 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=1771.569, Time=0.12 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1770.100, Time=0.08 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1768.489, Time=0.05 sec
ARIMA(3,0,0)(0,0,0)[0] : AIC=inf, Time=0.05 sec
Best model: ARIMA(3,0,0)(0,0,0)[0] intercept
Total fit time: 0.891 seconds
ARIMA(3,0,0)(0,0,0)[0] intercept
2591.1439423765705
202
Now the model for Store 12 and Dept 11 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1910.652, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1938.176, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1909.377, Time=0.04 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1919.790, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2247.605, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1910.523, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1912.497, Time=0.06 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1937.664, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.220 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
2150.1112745454893
203
Now the model for Store 12 and Dept 12 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1550.540, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1617.584, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1557.807, Time=0.06 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1586.114, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1987.255, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1551.045, Time=0.06 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1551.472, Time=0.05 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1574.179, Time=0.08 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1550.094, Time=0.05 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1550.332, Time=0.05 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1552.318, Time=0.08 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.597 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
512.7661998970522
204
Now the model for Store 12 and Dept 13 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1831.201, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1848.505, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1829.756, Time=0.04 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1832.752, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2437.366, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1831.413, Time=0.06 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1833.318, Time=0.19 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.412 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
2187.7983005730753
205
Now the model for Store 12 and Dept 14 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1994.319, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2011.949, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1995.490, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2001.920, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2272.104, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1995.481, Time=0.05 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1997.315, Time=0.05 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1999.236, Time=0.03 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1994.288, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1994.940, Time=0.05 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1996.380, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=2010.823, Time=0.03 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.404 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
2636.529423625827
206
Now the model for Store 12 and Dept 16 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1769.727, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1941.919, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1774.626, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1869.900, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2092.546, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1771.520, Time=0.06 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1771.621, Time=0.06 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1834.491, Time=0.10 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1769.940, Time=0.04 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1759.056, Time=0.33 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=1765.805, Time=0.31 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=1768.292, Time=0.09 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=1770.366, Time=0.07 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1773.342, Time=0.10 sec
ARIMA(3,0,3)(0,0,0)[0] intercept : AIC=inf, Time=0.29 sec
ARIMA(2,0,2)(0,0,0)[0] : AIC=1773.889, Time=0.21 sec
Best model: ARIMA(2,0,2)(0,0,0)[0] intercept
Total fit time: 1.808 seconds
ARIMA(2,0,2)(0,0,0)[0] intercept
2467.434006744937
207
Now the model for Store 12 and Dept 17 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1759.704, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1807.608, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1759.303, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1777.911, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2160.617, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1759.445, Time=0.04 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1761.238, Time=0.05 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=inf, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.242 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1431.9286643247056
208
Now the model for Store 12 and Dept 19 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1505.396, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1527.502, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1507.620, Time=0.09 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1516.225, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1887.138, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1503.857, Time=0.12 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1501.877, Time=0.05 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1503.882, Time=0.06 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1505.894, Time=0.09 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.550 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
413.1981436802447
209
Now the model for Store 12 and Dept 2 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1927.565, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1958.849, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1928.981, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1940.602, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2525.267, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1929.052, Time=0.07 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1928.814, Time=0.06 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1937.546, Time=0.03 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1928.045, Time=0.02 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1929.311, Time=0.11 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1933.909, Time=0.11 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.519 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
5681.690093144556
210
Now the model for Store 12 and Dept 20 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1656.509, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1713.524, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1659.824, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1684.347, Time=0.09 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2042.574, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1656.939, Time=0.06 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1658.410, Time=0.06 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1671.636, Time=0.09 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1655.407, Time=0.04 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1655.742, Time=0.07 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1657.709, Time=0.08 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.603 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
1143.7337487657826
211
Now the model for Store 12 and Dept 21 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1573.962, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1575.240, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1571.947, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1572.681, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1959.397, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1573.685, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1575.637, Time=0.08 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1622.159, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.260 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
449.298188338864
212
Now the model for Store 12 and Dept 22 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1826.698, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1846.830, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1826.910, Time=0.05 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1835.550, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2136.786, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1825.418, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1823.595, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1825.778, Time=0.05 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1827.401, Time=0.10 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.04 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.413 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
1994.7774947001355
213
Now the model for Store 12 and Dept 23 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2090.465, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2107.588, Time=0.18 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2089.865, Time=0.09 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2096.543, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2405.545, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2089.604, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=2091.626, Time=0.05 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2091.647, Time=0.06 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2093.647, Time=0.09 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.642 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
4454.697951130367
214
Now the model for Store 12 and Dept 24 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1963.303, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1989.160, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1961.934, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1966.666, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2170.195, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1962.944, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1965.021, Time=0.07 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1986.542, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.224 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
2881.725327686517
215
Now the model for Store 12 and Dept 25 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1872.833, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1876.750, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1870.874, Time=0.04 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1872.497, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2270.798, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1872.550, Time=0.04 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1874.563, Time=0.08 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1917.291, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.256 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
2583.9245870423224
216
Now the model for Store 12 and Dept 26 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1880.600, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1908.584, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1884.559, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1894.360, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2201.275, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1880.652, Time=0.05 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1882.046, Time=0.05 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1891.014, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1879.690, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1880.364, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1881.875, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.449 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
2388.475150156819
217
Now the model for Store 12 and Dept 27 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1474.423, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1568.933, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1475.842, Time=0.06 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1523.394, Time=0.10 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1820.087, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1474.158, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1472.698, Time=0.04 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1474.474, Time=0.06 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=inf, Time=0.35 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.04 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.781 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
572.1605999007058
218
Now the model for Store 12 and Dept 28 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1303.575, Time=0.15 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1386.101, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1306.938, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1344.552, Time=0.08 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1657.878, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1305.468, Time=0.05 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1305.514, Time=0.17 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1323.994, Time=0.13 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1303.527, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1305.508, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1307.468, Time=0.09 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.06 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.837 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
230.9125643141316
219
Now the model for Store 12 and Dept 29 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1788.971, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1835.972, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1794.759, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1811.570, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2066.317, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1789.902, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1790.365, Time=0.04 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1803.353, Time=0.10 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1790.233, Time=0.03 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=inf, Time=0.28 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1791.312, Time=0.05 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.699 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
1072.4969214202301
220
Now the model for Store 12 and Dept 3 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2081.165, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2190.774, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2099.431, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2108.710, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2282.754, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2083.356, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2082.532, Time=0.04 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=2102.628, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2085.213, Time=0.03 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=2083.595, Time=0.07 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=2091.160, Time=0.02 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.391 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
8007.485129620902
221
Now the model for Store 12 and Dept 30 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1591.396, Time=0.08 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1701.261, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1593.934, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1650.230, Time=0.11 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2030.094, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1592.887, Time=0.06 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1592.731, Time=0.04 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1623.534, Time=0.13 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1590.968, Time=0.04 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1592.846, Time=0.06 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1594.768, Time=0.11 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.07 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.756 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
887.7013835336176
222
Now the model for Store 12 and Dept 31 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1735.961, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1806.659, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1735.678, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1755.899, Time=0.10 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1948.955, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1735.292, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1736.566, Time=0.05 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1737.311, Time=0.08 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1738.400, Time=0.08 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1749.071, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.438 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
1235.949291580728
223
Now the model for Store 12 and Dept 32 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1981.666, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1992.160, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1979.278, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1982.119, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2146.651, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1981.258, Time=0.04 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1983.659, Time=0.07 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2010.189, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.218 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
2200.5138144518296
224
Now the model for Store 12 and Dept 33 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1931.632, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1953.292, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1929.580, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1935.890, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2162.661, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1931.593, Time=0.04 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1933.630, Time=0.06 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1957.264, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.196 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
2546.8908448606535
225
Now the model for Store 12 and Dept 34 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1932.041, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1945.753, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1930.172, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1934.872, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2298.289, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1931.577, Time=0.04 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1933.430, Time=0.09 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1965.227, Time=0.02 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.245 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
3779.7017874582048
226
Now the model for Store 12 and Dept 35 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1551.273, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1562.237, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1552.427, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1556.348, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1891.678, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1550.841, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1549.055, Time=0.04 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1550.572, Time=0.12 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1552.596, Time=0.08 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.05 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.497 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
622.108882643612
227
Now the model for Store 12 and Dept 36 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1727.143, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1803.714, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1726.186, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1761.154, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1907.113, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1726.843, Time=0.04 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1728.810, Time=0.06 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1733.456, Time=0.02 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.237 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1676.7163372440355
228
Now the model for Store 12 and Dept 38 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2003.103, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2001.345, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2003.119, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2003.177, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2445.668, Time=0.01 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.110 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
10864.710562790691
229
Now the model for Store 12 and Dept 4 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1772.212, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1793.199, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1773.484, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1770.112, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2322.991, Time=0.01 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1771.191, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1773.511, Time=0.07 sec
ARIMA(0,0,1)(0,0,0)[0] : AIC=2200.236, Time=0.07 sec
Best model: ARIMA(0,0,1)(0,0,0)[0] intercept
Total fit time: 0.336 seconds
ARIMA(0,0,1)(0,0,0)[0] intercept
1542.3839989663406
230
Now the model for Store 12 and Dept 40 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1835.379, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1931.949, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1843.265, Time=0.04 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1888.575, Time=0.08 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2439.289, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1836.277, Time=0.08 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1837.199, Time=0.05 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1864.713, Time=0.11 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1835.845, Time=0.04 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1842.252, Time=0.14 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1838.785, Time=0.05 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.658 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
4004.9175307575224
231
Now the model for Store 12 and Dept 41 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1520.473, Time=0.18 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1590.401, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1533.401, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1554.155, Time=0.08 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1667.634, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1522.447, Time=0.22 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1522.442, Time=0.22 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1549.083, Time=0.11 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1526.077, Time=0.03 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1523.859, Time=0.28 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1520.628, Time=0.07 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 1.220 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
912.6192457936219
232
Now the model for Store 12 and Dept 42 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1516.938, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1571.160, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1526.917, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1546.015, Time=0.08 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2014.082, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1517.115, Time=0.08 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1511.850, Time=0.12 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1537.009, Time=0.09 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1510.624, Time=0.33 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=1512.652, Time=0.31 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=1511.822, Time=0.21 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=1511.550, Time=0.07 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1516.134, Time=0.09 sec
ARIMA(3,0,3)(0,0,0)[0] intercept : AIC=inf, Time=0.34 sec
ARIMA(2,0,2)(0,0,0)[0] : AIC=inf, Time=0.18 sec
Best model: ARIMA(2,0,2)(0,0,0)[0] intercept
Total fit time: 1.980 seconds
ARIMA(2,0,2)(0,0,0)[0] intercept
911.3747501975412
233
Now the model for Store 12 and Dept 44 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1695.722, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1744.309, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1695.326, Time=0.04 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1716.157, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2051.565, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1694.808, Time=0.04 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1696.140, Time=0.05 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1694.048, Time=0.08 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1696.037, Time=0.14 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1695.077, Time=0.14 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1697.445, Time=0.04 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=1695.251, Time=0.19 sec
ARIMA(2,0,1)(0,0,0)[0] : AIC=1704.298, Time=0.15 sec
Best model: ARIMA(2,0,1)(0,0,0)[0] intercept
Total fit time: 0.990 seconds
ARIMA(2,0,1)(0,0,0)[0] intercept
805.4472849910372
234
Now the model for Store 12 and Dept 46 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1966.030, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2022.432, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1964.074, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1982.445, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2361.625, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1965.947, Time=0.09 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1968.007, Time=0.07 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.266 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
4577.196134118057
235
Now the model for Store 12 and Dept 5 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2203.801, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2228.039, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2206.784, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2216.745, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2371.478, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2203.566, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2201.928, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=2203.544, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2205.386, Time=0.08 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=2213.482, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.305 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
9430.25972500048
236
Now the model for Store 12 and Dept 52 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1613.840, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1632.234, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1613.391, Time=0.06 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1617.299, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1944.457, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1614.515, Time=0.04 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1615.388, Time=0.10 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1645.657, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.337 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
592.0818093356322
237
Now the model for Store 12 and Dept 55 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2051.103, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2078.529, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2052.437, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2064.379, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2238.160, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2051.186, Time=0.06 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2053.000, Time=0.05 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=2056.006, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2049.228, Time=0.04 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=2051.157, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2053.160, Time=0.08 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=2059.955, Time=0.03 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.454 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
6149.651306336662
238
Now the model for Store 12 and Dept 56 will be created
(100, 2)
(42, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1535.192, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1670.973, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1537.576, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1603.974, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1735.494, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1537.111, Time=0.08 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1537.101, Time=0.05 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1582.769, Time=0.10 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1535.926, Time=0.04 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1530.190, Time=0.27 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=1531.595, Time=0.31 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=1529.624, Time=0.21 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=1531.003, Time=0.07 sec
ARIMA(3,0,3)(0,0,0)[0] intercept : AIC=1531.323, Time=0.31 sec
ARIMA(2,0,3)(0,0,0)[0] : AIC=1531.223, Time=0.08 sec
Best model: ARIMA(2,0,3)(0,0,0)[0] intercept
Total fit time: 1.691 seconds
ARIMA(2,0,3)(0,0,0)[0] intercept
815.6282314040589
239
Now the model for Store 12 and Dept 59 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1830.200, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1899.379, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1836.474, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1843.365, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1921.400, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1832.090, Time=0.06 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1832.318, Time=0.04 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1833.886, Time=0.03 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1830.712, Time=0.02 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1833.934, Time=0.06 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1833.768, Time=0.02 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.348 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
1034.4115307761558
240
Now the model for Store 12 and Dept 6 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1955.014, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1951.058, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1952.969, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1953.024, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2098.330, Time=0.01 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.091 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
2901.810039534885
241
Now the model for Store 12 and Dept 60 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1198.874, Time=0.17 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1206.988, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1198.135, Time=0.04 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1200.992, Time=0.08 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1505.554, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1198.080, Time=0.08 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1199.680, Time=0.13 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1199.978, Time=0.12 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1201.658, Time=0.15 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1221.234, Time=0.05 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.835 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
92.14310426755347
242
Now the model for Store 12 and Dept 67 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1828.932, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1853.281, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1832.137, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1827.297, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2048.052, Time=0.01 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1827.579, Time=0.03 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1830.004, Time=0.06 sec
ARIMA(0,0,1)(0,0,0)[0] : AIC=1959.374, Time=0.05 sec
Best model: ARIMA(0,0,1)(0,0,0)[0] intercept
Total fit time: 0.239 seconds
ARIMA(0,0,1)(0,0,0)[0] intercept
1413.2555594468556
243
Now the model for Store 12 and Dept 7 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2353.688, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2376.329, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2351.748, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2358.506, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2450.577, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2353.601, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2355.653, Time=0.06 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2367.783, Time=0.02 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.191 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
9083.853546477818
244
Now the model for Store 12 and Dept 71 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1751.426, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1781.113, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1751.497, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1761.998, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2073.609, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1751.667, Time=0.07 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1753.070, Time=0.06 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1758.770, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1750.074, Time=0.05 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1750.753, Time=0.06 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1751.439, Time=0.10 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.517 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
1663.0974730568807
245
Now the model for Store 12 and Dept 72 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2435.381, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2431.706, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2433.406, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2433.492, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2538.000, Time=0.01 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.091 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
14567.584255813965
246
Now the model for Store 12 and Dept 74 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1830.569, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1860.038, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1834.595, Time=0.06 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1844.658, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2244.447, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1829.748, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1829.421, Time=0.05 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1824.260, Time=0.05 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1826.259, Time=0.08 sec
ARIMA(3,0,0)(0,0,0)[0] : AIC=inf, Time=0.07 sec
Best model: ARIMA(3,0,0)(0,0,0)[0] intercept
Total fit time: 0.466 seconds
ARIMA(3,0,0)(0,0,0)[0] intercept
2543.8877735866076
247
Now the model for Store 12 and Dept 79 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1878.322, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1920.737, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1885.945, Time=0.04 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1904.711, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2419.150, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1871.330, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1869.378, Time=0.06 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1870.520, Time=0.05 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1872.828, Time=0.09 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.06 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.454 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
2870.992897546945
248
Now the model for Store 12 and Dept 8 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1804.423, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1821.033, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1805.911, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1811.676, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2415.459, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1804.827, Time=0.20 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1804.738, Time=0.06 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1808.669, Time=0.14 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1803.689, Time=0.06 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1803.186, Time=0.10 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1805.182, Time=0.13 sec
ARIMA(3,0,0)(0,0,0)[0] : AIC=inf, Time=0.06 sec
Best model: ARIMA(3,0,0)(0,0,0)[0] intercept
Total fit time: 0.881 seconds
ARIMA(3,0,0)(0,0,0)[0] intercept
1785.6978388413338
249
Now the model for Store 12 and Dept 81 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1506.990, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1571.181, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1510.832, Time=0.04 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1535.728, Time=0.09 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2063.538, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1508.154, Time=0.08 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1506.895, Time=0.16 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1524.670, Time=0.16 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1504.811, Time=0.30 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=1506.919, Time=0.31 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=inf, Time=0.31 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=1511.507, Time=0.19 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1507.591, Time=0.11 sec
ARIMA(3,0,3)(0,0,0)[0] intercept : AIC=inf, Time=0.35 sec
ARIMA(2,0,2)(0,0,0)[0] : AIC=1508.544, Time=0.22 sec
Best model: ARIMA(2,0,2)(0,0,0)[0] intercept
Total fit time: 2.383 seconds
ARIMA(2,0,2)(0,0,0)[0] intercept
490.7530231644074
250
Now the model for Store 12 and Dept 82 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1872.314, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1924.916, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1870.304, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1887.364, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2213.702, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1872.276, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1874.313, Time=0.05 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1885.909, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.211 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1590.724091995779
251
Now the model for Store 12 and Dept 83 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1121.260, Time=0.09 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1121.697, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1119.886, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1120.845, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1348.898, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1119.755, Time=0.04 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1121.603, Time=0.13 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1121.714, Time=0.11 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1123.603, Time=0.13 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1144.524, Time=0.04 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.634 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
67.29152940300432
252
Now the model for Store 12 and Dept 85 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1469.969, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1484.454, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1469.468, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1474.208, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1844.867, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1469.005, Time=0.04 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1470.994, Time=0.05 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1470.998, Time=0.08 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1472.993, Time=0.09 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.04 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.437 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
482.86920582393856
253
Now the model for Store 12 and Dept 87 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1708.721, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1704.507, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1706.632, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1706.839, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2143.807, Time=0.01 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.126 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
2384.3682906976737
254
Now the model for Store 12 and Dept 9 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1915.326, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1978.122, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1924.502, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1954.794, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2265.553, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1915.714, Time=0.06 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1915.573, Time=0.04 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1943.882, Time=0.03 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1915.501, Time=0.05 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1915.391, Time=0.10 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1917.607, Time=0.04 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.425 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
3772.484112492426
255
Now the model for Store 12 and Dept 90 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1546.882, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1720.069, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1567.749, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1655.791, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2140.096, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1548.242, Time=0.07 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1545.577, Time=0.08 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1619.247, Time=0.11 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1547.559, Time=0.14 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=1547.421, Time=0.12 sec
ARIMA(0,0,3)(0,0,0)[0] intercept : AIC=1607.847, Time=0.22 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=1549.422, Time=0.41 sec
ARIMA(1,0,2)(0,0,0)[0] : AIC=1547.672, Time=0.09 sec
Best model: ARIMA(1,0,2)(0,0,0)[0] intercept
Total fit time: 1.406 seconds
ARIMA(1,0,2)(0,0,0)[0] intercept
665.097139572102
256
Now the model for Store 12 and Dept 91 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1575.503, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1660.489, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1581.331, Time=0.04 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1620.576, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2047.674, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1577.173, Time=0.11 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1576.756, Time=0.05 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1585.970, Time=0.09 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1578.062, Time=0.04 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1576.892, Time=0.13 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1578.004, Time=0.04 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.613 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
770.9506484797959
257
Now the model for Store 12 and Dept 92 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1812.699, Time=0.08 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1839.899, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1812.748, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1823.595, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2303.237, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1814.333, Time=0.12 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1814.645, Time=0.07 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1815.014, Time=0.10 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1812.842, Time=0.04 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1814.354, Time=0.31 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1818.137, Time=0.10 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.884 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
2777.0105363731604
258
Now the model for Store 12 and Dept 93 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1240.532, Time=0.16 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1287.905, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1249.956, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1264.287, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1539.845, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1242.425, Time=0.24 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1242.357, Time=0.21 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1256.557, Time=0.12 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1247.625, Time=0.06 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=inf, Time=0.29 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1244.362, Time=0.05 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 1.237 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
139.92562110473818
259
Now the model for Store 12 and Dept 95 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1900.451, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2030.944, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1901.250, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1966.906, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2423.174, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1902.319, Time=0.06 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1902.597, Time=0.05 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1933.689, Time=0.15 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1900.577, Time=0.04 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1903.985, Time=0.10 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1906.126, Time=0.04 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.586 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
2720.1999825866224
260
Now the model for Store 12 and Dept 97 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1401.216, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1411.715, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1401.661, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1405.529, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1841.699, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1401.821, Time=0.09 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1401.438, Time=0.07 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1401.594, Time=0.09 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1400.087, Time=0.05 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1401.741, Time=0.05 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1403.423, Time=0.14 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.04 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.665 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
157.9274064263317
261
Now the model for Store 12 and Dept 98 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1304.723, Time=0.20 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1341.249, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1305.922, Time=0.05 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1312.072, Time=0.09 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1624.317, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1308.345, Time=0.14 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1304.544, Time=0.25 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1312.096, Time=0.12 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1306.006, Time=0.16 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=1304.851, Time=0.07 sec
ARIMA(0,0,3)(0,0,0)[0] intercept : AIC=1308.673, Time=0.17 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=1306.942, Time=0.09 sec
ARIMA(1,0,2)(0,0,0)[0] : AIC=1308.685, Time=0.10 sec
Best model: ARIMA(1,0,2)(0,0,0)[0] intercept
Total fit time: 1.459 seconds
ARIMA(1,0,2)(0,0,0)[0] intercept
255.9739091527667
262
Now the model for Store 13 and Dept 1 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2318.354, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2349.732, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2321.358, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2318.392, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2474.526, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2318.079, Time=0.08 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2316.057, Time=0.04 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=2317.937, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2319.933, Time=0.09 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=2343.821, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.348 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
14890.206355870547
263
Now the model for Store 13 and Dept 10 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1959.040, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1982.644, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1963.460, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1973.150, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2343.870, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1956.051, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1954.439, Time=0.04 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1955.807, Time=0.05 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1957.738, Time=0.09 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.372 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
3779.701041521261
264
Now the model for Store 13 and Dept 11 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1894.031, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1935.086, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1899.657, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1918.503, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2283.437, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1892.634, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1891.017, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1892.446, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1894.445, Time=0.08 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.339 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
2364.651809307237
265
Now the model for Store 13 and Dept 12 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1634.845, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1731.986, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1637.192, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1676.850, Time=0.11 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2082.327, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1636.116, Time=0.19 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1634.658, Time=0.05 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1665.620, Time=0.10 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1635.105, Time=0.11 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=1632.844, Time=0.07 sec
ARIMA(0,0,3)(0,0,0)[0] intercept : AIC=1655.678, Time=0.13 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=inf, Time=0.32 sec
ARIMA(1,0,3)(0,0,0)[0] : AIC=1637.360, Time=0.12 sec
Best model: ARIMA(1,0,3)(0,0,0)[0] intercept
Total fit time: 1.261 seconds
ARIMA(1,0,3)(0,0,0)[0] intercept
932.1516803091573
266
Now the model for Store 13 and Dept 13 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1873.962, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1889.794, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1875.401, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1882.425, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2438.484, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1870.987, Time=0.10 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1869.713, Time=0.06 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1870.965, Time=0.08 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1872.808, Time=0.13 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.04 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.508 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
2698.884405421504
267
Now the model for Store 13 and Dept 14 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2152.509, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2177.583, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2153.179, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2163.208, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2346.495, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2153.879, Time=0.05 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2156.247, Time=0.04 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=2156.947, Time=0.03 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2152.177, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=2153.717, Time=0.05 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2155.503, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=2165.727, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.389 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
3663.088597431933
268
Now the model for Store 13 and Dept 16 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2052.336, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2248.946, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2050.548, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=inf, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2332.118, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2052.284, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=inf, Time=0.17 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2050.467, Time=0.02 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=2051.990, Time=0.02 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=2051.936, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] : AIC=2215.716, Time=0.07 sec
ARIMA(2,0,1)(0,0,0)[0] : AIC=2049.214, Time=0.07 sec
ARIMA(3,0,1)(0,0,0)[0] : AIC=2048.600, Time=0.15 sec
ARIMA(3,0,0)(0,0,0)[0] : AIC=2052.713, Time=0.03 sec
ARIMA(3,0,2)(0,0,0)[0] : AIC=2050.695, Time=0.18 sec
ARIMA(2,0,2)(0,0,0)[0] : AIC=2049.011, Time=0.13 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2049.156, Time=0.13 sec
Best model: ARIMA(3,0,1)(0,0,0)[0]
Total fit time: 1.194 seconds
ARIMA(3,0,1)(0,0,0)[0]
22942.05117541965
269
Now the model for Store 13 and Dept 17 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1917.784, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1951.325, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1918.348, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1931.343, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2255.538, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1918.023, Time=0.07 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1919.181, Time=0.05 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1923.564, Time=0.03 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1916.061, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1918.013, Time=0.06 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1920.008, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.475 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
3230.8039869085783
270
Now the model for Store 13 and Dept 19 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1604.246, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1648.958, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1602.500, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1615.742, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1959.249, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1604.080, Time=0.04 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1606.191, Time=0.13 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1622.008, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.311 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
771.0879690184381
271
Now the model for Store 13 and Dept 2 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2092.237, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2093.815, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2089.671, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2090.611, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2534.418, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2091.372, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2091.757, Time=0.13 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=inf, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.268 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
2917.1875916633016
272
Now the model for Store 13 and Dept 20 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1716.046, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1756.339, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1719.393, Time=0.04 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1734.806, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2105.628, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1716.576, Time=0.06 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1718.102, Time=0.06 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1727.868, Time=0.11 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1715.744, Time=0.04 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1714.380, Time=0.05 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1716.125, Time=0.08 sec
ARIMA(3,0,0)(0,0,0)[0] : AIC=inf, Time=0.05 sec
Best model: ARIMA(3,0,0)(0,0,0)[0] intercept
Total fit time: 0.614 seconds
ARIMA(3,0,0)(0,0,0)[0] intercept
984.8123969036047
273
Now the model for Store 13 and Dept 21 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1841.113, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1858.535, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1839.380, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1845.534, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2126.465, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1840.523, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1842.314, Time=0.05 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1871.501, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.195 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1675.8196944667332
274
Now the model for Store 13 and Dept 22 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1978.837, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1995.647, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1980.327, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1986.920, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2242.194, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1978.874, Time=0.06 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1982.011, Time=0.05 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1982.751, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1977.178, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1978.729, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1980.615, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1993.062, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.406 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
2604.352646271225
275
Now the model for Store 13 and Dept 23 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2119.095, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2145.558, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2117.620, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2126.970, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2363.620, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2118.754, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2120.795, Time=0.06 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2143.508, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.191 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
3875.3181283582817
276
Now the model for Store 13 and Dept 24 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1956.219, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1987.820, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1954.704, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1967.937, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2159.920, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1955.650, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1953.772, Time=0.10 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1955.624, Time=0.17 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1955.427, Time=0.13 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1958.140, Time=0.05 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1956.911, Time=0.05 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=1954.853, Time=0.17 sec
ARIMA(2,0,1)(0,0,0)[0] : AIC=inf, Time=0.18 sec
Best model: ARIMA(2,0,1)(0,0,0)[0] intercept
Total fit time: 0.989 seconds
ARIMA(2,0,1)(0,0,0)[0] intercept
2573.509435408513
277
Now the model for Store 13 and Dept 25 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1920.866, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1934.282, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1919.751, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1924.633, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2217.791, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1920.084, Time=0.04 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1922.081, Time=0.06 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1953.186, Time=0.02 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.217 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
2210.6614947385433
278
Now the model for Store 13 and Dept 26 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1912.282, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1937.616, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1916.064, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1926.689, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2194.981, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1911.152, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1909.802, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1911.059, Time=0.05 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1912.787, Time=0.08 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1923.815, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.324 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
2452.3789309063254
279
Now the model for Store 13 and Dept 27 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1730.491, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1774.989, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1728.979, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1742.504, Time=0.08 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1900.902, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1730.477, Time=0.04 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1732.460, Time=0.05 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1744.594, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.240 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
472.65915390529005
280
Now the model for Store 13 and Dept 28 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1408.571, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1522.933, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1409.283, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1465.493, Time=0.10 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1754.388, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1408.851, Time=0.06 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1409.083, Time=0.04 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1430.763, Time=0.17 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1407.585, Time=0.04 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1408.476, Time=0.05 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1410.406, Time=0.08 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.04 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.655 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
402.01823737033726
281
Now the model for Store 13 and Dept 29 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1808.716, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1848.105, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1808.569, Time=0.04 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1824.048, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2050.354, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1808.209, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1810.225, Time=0.04 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1810.228, Time=0.06 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1812.228, Time=0.08 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1818.295, Time=0.04 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.358 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
1160.0351276677395
282
Now the model for Store 13 and Dept 3 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2181.085, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2259.937, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2184.481, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2197.414, Time=0.08 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2359.603, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2183.365, Time=0.06 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2182.284, Time=0.04 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=2195.638, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2181.542, Time=0.03 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=2184.211, Time=0.08 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=2192.651, Time=0.03 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.428 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
11997.678585563579
283
Now the model for Store 13 and Dept 30 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1569.934, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1628.615, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1572.423, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1598.833, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1971.620, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1570.448, Time=0.06 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1571.144, Time=0.04 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1580.199, Time=0.09 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1568.466, Time=0.04 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1570.374, Time=0.05 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1572.387, Time=0.08 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.517 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
517.7085292033809
284
Now the model for Store 13 and Dept 31 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1772.198, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1821.060, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1771.548, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1782.445, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1968.881, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1771.819, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1773.886, Time=0.10 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1787.078, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.294 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1415.8548993711586
285
Now the model for Store 13 and Dept 32 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1958.535, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1975.524, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1956.550, Time=0.05 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1961.600, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2150.945, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1958.238, Time=0.04 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1959.785, Time=0.07 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1984.434, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.274 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1716.493693666023
286
Now the model for Store 13 and Dept 33 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1941.724, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1972.957, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1941.145, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1955.033, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2167.584, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1940.377, Time=0.04 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1941.647, Time=0.06 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1938.891, Time=0.11 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1940.852, Time=0.15 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1939.969, Time=0.13 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1943.441, Time=0.04 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=1939.765, Time=0.22 sec
ARIMA(2,0,1)(0,0,0)[0] : AIC=inf, Time=0.34 sec
Best model: ARIMA(2,0,1)(0,0,0)[0] intercept
Total fit time: 1.186 seconds
ARIMA(2,0,1)(0,0,0)[0] intercept
2768.7906059404645
287
Now the model for Store 13 and Dept 34 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1896.554, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1914.358, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1896.709, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1902.985, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2254.660, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1897.060, Time=0.07 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1897.923, Time=0.05 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1899.495, Time=0.03 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1895.038, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1897.047, Time=0.05 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1899.058, Time=0.10 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.501 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
3650.6891186213484
288
Now the model for Store 13 and Dept 35 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1578.856, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1620.763, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1583.502, Time=0.05 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1599.845, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1932.256, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1577.734, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1575.954, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1577.492, Time=0.09 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1579.450, Time=0.09 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.455 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
804.0343745004593
289
Now the model for Store 13 and Dept 36 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1739.503, Time=0.08 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1816.893, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1739.703, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1762.623, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1919.239, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1741.712, Time=0.07 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1741.605, Time=0.05 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1744.726, Time=0.11 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1739.729, Time=0.03 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1743.417, Time=0.08 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1749.287, Time=0.03 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.545 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
1286.825398721759
290
Now the model for Store 13 and Dept 37 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1484.959, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1495.505, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1485.700, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1490.324, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1925.289, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1483.156, Time=0.08 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1481.190, Time=0.05 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1483.218, Time=0.05 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1485.149, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.377 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
349.81193877531155
291
Now the model for Store 13 and Dept 38 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2090.503, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2090.668, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2090.357, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2091.181, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2545.884, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2087.261, Time=0.05 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=2088.517, Time=0.06 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2088.749, Time=0.08 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2090.153, Time=0.13 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.450 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
10416.91530563732
292
Now the model for Store 13 and Dept 4 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1883.155, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1908.865, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1889.601, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1899.465, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2413.528, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1879.606, Time=0.09 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1878.765, Time=0.04 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1879.925, Time=0.06 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1881.285, Time=0.11 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.07 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.491 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
3330.738693261231
293
Now the model for Store 13 and Dept 40 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1916.352, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1946.432, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1918.731, Time=0.04 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1931.462, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2535.008, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1914.223, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1912.313, Time=0.06 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1914.233, Time=0.07 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1916.168, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.04 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.442 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
4256.961426782058
294
Now the model for Store 13 and Dept 41 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1796.055, Time=0.08 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1860.802, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1794.056, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1816.231, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1944.496, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1796.066, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1798.024, Time=0.07 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1802.099, Time=0.02 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.314 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1425.4021272536593
295
Now the model for Store 13 and Dept 42 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1609.782, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1631.334, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1610.820, Time=0.04 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1615.747, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2081.518, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1610.920, Time=0.11 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1611.342, Time=0.07 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1615.996, Time=0.17 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1611.067, Time=0.04 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1610.577, Time=0.13 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1615.363, Time=0.09 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.792 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
738.8916335671465
296
Now the model for Store 13 and Dept 44 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1870.291, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1897.324, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1870.386, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1880.483, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2147.997, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1871.896, Time=0.05 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1873.713, Time=0.05 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1874.241, Time=0.10 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1870.735, Time=0.02 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1871.716, Time=0.16 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1876.756, Time=0.06 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.550 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
1461.6888233699722
297
Now the model for Store 13 and Dept 46 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2020.302, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2058.267, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2018.200, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2028.728, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2412.605, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2020.211, Time=0.04 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2022.136, Time=0.08 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2041.498, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.251 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
3774.296802476176
298
Now the model for Store 13 and Dept 48 will be created
(100, 2)
(39, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1627.745, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1630.738, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1625.702, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1626.171, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1762.416, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1627.687, Time=0.09 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1629.719, Time=0.05 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1660.770, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.242 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
686.1126970544685
299
Now the model for Store 13 and Dept 49 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1762.565, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1787.020, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1760.921, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1770.653, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2114.389, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1760.314, Time=0.04 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1763.257, Time=0.06 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1763.057, Time=0.06 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1764.979, Time=0.09 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.09 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.453 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
1287.2044089365013
300
Now the model for Store 13 and Dept 5 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2349.404, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2380.325, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2350.783, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2364.729, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2518.044, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2349.622, Time=0.05 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2350.799, Time=0.04 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=2355.032, Time=0.03 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2347.577, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=2349.579, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2351.610, Time=0.08 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=2358.647, Time=0.03 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.397 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
19085.475426350607
301
Now the model for Store 13 and Dept 50 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1554.667, Time=0.09 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1562.761, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1557.425, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1560.560, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1828.148, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1548.425, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1547.042, Time=0.05 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1547.162, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1548.635, Time=0.09 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1562.557, Time=0.03 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.420 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
474.3028806606335
302
Now the model for Store 13 and Dept 52 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1688.059, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1710.652, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1692.219, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1701.779, Time=0.10 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1989.998, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1680.621, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1678.930, Time=0.04 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1680.668, Time=0.05 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1682.116, Time=0.21 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.558 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
1029.845254533567
303
Now the model for Store 13 and Dept 55 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2182.205, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2229.386, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2185.912, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2208.888, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2333.860, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2176.867, Time=0.09 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2179.432, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2178.683, Time=0.15 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=2177.149, Time=0.12 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2185.152, Time=0.07 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=2181.118, Time=0.06 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=2177.705, Time=0.19 sec
ARIMA(2,0,1)(0,0,0)[0] : AIC=2186.720, Time=0.05 sec
Best model: ARIMA(2,0,1)(0,0,0)[0] intercept
Total fit time: 0.885 seconds
ARIMA(2,0,1)(0,0,0)[0] intercept
8942.184312693624
304
Now the model for Store 13 and Dept 56 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1913.518, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2073.195, Time=0.02 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1911.959, Time=0.05 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1997.404, Time=0.13 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2125.294, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1913.215, Time=0.05 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1914.829, Time=0.12 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1912.208, Time=0.02 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.467 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
5630.454918403225
305
Now the model for Store 13 and Dept 58 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1851.141, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1857.893, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1850.761, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1853.549, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2074.848, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1850.072, Time=0.06 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1851.846, Time=0.07 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1851.944, Time=0.07 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1853.759, Time=0.10 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1870.725, Time=0.05 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.477 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
2136.532094913689
306
Now the model for Store 13 and Dept 59 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1738.200, Time=0.20 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1888.419, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1777.240, Time=0.04 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1784.809, Time=0.16 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1914.882, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1739.781, Time=0.18 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1739.940, Time=0.19 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1751.872, Time=0.18 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1751.745, Time=0.04 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1741.671, Time=0.13 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1740.791, Time=0.16 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 1.318 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
1283.5406418345292
307
Now the model for Store 13 and Dept 6 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2028.342, Time=0.09 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2026.225, Time=0.02 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2026.410, Time=0.05 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2026.692, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2142.753, Time=0.02 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.252 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
3625.722455813955
308
Now the model for Store 13 and Dept 60 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1447.286, Time=0.32 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1475.641, Time=0.03 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1445.567, Time=0.08 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1452.821, Time=0.34 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1677.360, Time=0.02 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1447.009, Time=0.14 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1447.170, Time=0.67 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1469.503, Time=0.03 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 1.667 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
135.6201794278106
309
Now the model for Store 13 and Dept 67 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1995.676, Time=0.11 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2027.753, Time=0.02 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1999.739, Time=0.05 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1991.059, Time=0.18 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2235.730, Time=0.02 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1992.778, Time=0.08 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1994.195, Time=0.15 sec
ARIMA(0,0,1)(0,0,0)[0] : AIC=2133.681, Time=0.15 sec
Best model: ARIMA(0,0,1)(0,0,0)[0] intercept
Total fit time: 0.778 seconds
ARIMA(0,0,1)(0,0,0)[0] intercept
3759.121928345681
310
Now the model for Store 13 and Dept 7 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2396.893, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2438.380, Time=0.02 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2395.836, Time=0.04 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2414.112, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2542.478, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2396.119, Time=0.07 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2394.555, Time=0.18 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2396.461, Time=0.22 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=2396.013, Time=0.20 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2399.279, Time=0.08 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=2397.605, Time=0.09 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=2396.844, Time=0.27 sec
ARIMA(2,0,1)(0,0,0)[0] : AIC=2406.628, Time=0.06 sec
Best model: ARIMA(2,0,1)(0,0,0)[0] intercept
Total fit time: 1.375 seconds
ARIMA(2,0,1)(0,0,0)[0] intercept
15813.121049287838
311
Now the model for Store 13 and Dept 71 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1841.276, Time=0.09 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1853.874, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1839.641, Time=0.04 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1845.133, Time=0.14 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2130.307, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1837.943, Time=0.06 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1840.890, Time=0.08 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1839.993, Time=0.10 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1841.911, Time=0.17 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.06 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.777 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
1409.6979520871594
312
Now the model for Store 13 and Dept 72 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2379.971, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2386.090, Time=0.02 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2381.037, Time=0.04 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2383.271, Time=0.08 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2561.742, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2379.660, Time=0.17 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2378.902, Time=0.14 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=2378.259, Time=0.12 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2379.706, Time=0.31 sec
ARIMA(3,0,0)(0,0,0)[0] : AIC=2389.676, Time=0.15 sec
Best model: ARIMA(3,0,0)(0,0,0)[0] intercept
Total fit time: 1.134 seconds
ARIMA(3,0,0)(0,0,0)[0] intercept
16201.103840255011
313
Now the model for Store 13 and Dept 74 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1950.536, Time=0.21 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1954.104, Time=0.03 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1949.605, Time=0.12 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1951.461, Time=0.20 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2346.919, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1949.521, Time=0.25 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1951.272, Time=0.28 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1951.475, Time=0.32 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1953.297, Time=0.29 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.10 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 1.879 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
3182.034253274533
314
Now the model for Store 13 and Dept 79 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1994.304, Time=0.14 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1989.878, Time=0.02 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1992.143, Time=0.09 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1992.398, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2462.924, Time=0.02 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.339 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
3356.4552116279087
315
Now the model for Store 13 and Dept 8 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1913.462, Time=0.08 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1914.028, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1913.051, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1914.144, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2386.118, Time=0.02 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1907.803, Time=0.10 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1909.736, Time=0.18 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1909.777, Time=0.11 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1911.744, Time=0.32 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.10 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 1.003 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
1507.5114059273017
316
Now the model for Store 13 and Dept 80 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1720.212, Time=0.13 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1718.210, Time=0.02 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1718.208, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1718.205, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2250.966, Time=0.01 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1720.270, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1722.176, Time=0.15 sec
ARIMA(0,0,1)(0,0,0)[0] : AIC=inf, Time=0.08 sec
Best model: ARIMA(0,0,1)(0,0,0)[0] intercept
Total fit time: 0.508 seconds
ARIMA(0,0,1)(0,0,0)[0] intercept
1446.8710384266199
317
Now the model for Store 13 and Dept 81 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1809.525, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1885.558, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1815.036, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1849.352, Time=0.10 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2363.979, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1811.180, Time=0.12 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1810.401, Time=0.08 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1826.679, Time=0.14 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1810.417, Time=0.05 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1811.714, Time=0.23 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1813.584, Time=0.09 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.927 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
3829.1203442964343
318
Now the model for Store 13 and Dept 82 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2205.331, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2234.100, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2203.401, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2211.185, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2390.421, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2205.230, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2207.277, Time=0.06 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2224.899, Time=0.02 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.229 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
3508.0549100962276
319
Now the model for Store 13 and Dept 83 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1606.686, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1627.522, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1604.719, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1610.209, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1991.580, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1606.677, Time=0.05 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1608.682, Time=0.09 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1635.427, Time=0.02 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.282 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
620.3658732410819
320
Now the model for Store 13 and Dept 85 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1779.894, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1828.970, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1791.202, Time=0.05 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1780.364, Time=0.13 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2010.044, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1779.409, Time=0.16 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1777.102, Time=0.04 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1778.441, Time=0.07 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1780.461, Time=0.13 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1813.440, Time=0.03 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.694 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
1331.308257643447
321
Now the model for Store 13 and Dept 87 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1821.473, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1871.093, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1831.420, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1850.479, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2203.741, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1822.177, Time=0.07 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1814.444, Time=0.10 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1838.312, Time=0.14 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1815.924, Time=0.23 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=1817.309, Time=0.38 sec
ARIMA(0,0,3)(0,0,0)[0] intercept : AIC=1838.979, Time=0.21 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=inf, Time=0.42 sec
ARIMA(1,0,2)(0,0,0)[0] : AIC=1815.627, Time=0.12 sec
Best model: ARIMA(1,0,2)(0,0,0)[0] intercept
Total fit time: 1.815 seconds
ARIMA(1,0,2)(0,0,0)[0] intercept
2184.435305579503
322
Now the model for Store 13 and Dept 9 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2100.025, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2224.453, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2103.775, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2181.090, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2424.656, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2101.123, Time=0.07 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2101.421, Time=0.05 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=2167.039, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2099.239, Time=0.04 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=2100.970, Time=0.07 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2102.966, Time=0.11 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=2103.249, Time=0.05 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.571 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
12248.633775470369
323
Now the model for Store 13 and Dept 90 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2112.206, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2161.844, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2126.557, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2145.974, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2613.376, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2107.445, Time=0.08 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2111.473, Time=0.07 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2107.827, Time=0.12 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=2096.098, Time=0.21 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2107.474, Time=0.09 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=2098.015, Time=0.29 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=2095.865, Time=0.24 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=2103.955, Time=0.11 sec
ARIMA(3,0,3)(0,0,0)[0] intercept : AIC=2094.517, Time=0.42 sec
ARIMA(3,0,3)(0,0,0)[0] : AIC=2098.853, Time=0.29 sec
Best model: ARIMA(3,0,3)(0,0,0)[0] intercept
Total fit time: 2.077 seconds
ARIMA(3,0,3)(0,0,0)[0] intercept
6841.345335355276
324
Now the model for Store 13 and Dept 91 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2013.649, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2009.908, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2011.449, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2011.729, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2544.540, Time=0.01 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.102 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
4234.379576744171
325
Now the model for Store 13 and Dept 92 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2223.920, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2255.985, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2230.857, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2243.522, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2679.502, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2222.197, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2222.974, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2222.716, Time=0.12 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=2214.828, Time=0.14 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2225.185, Time=0.08 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=2216.727, Time=0.19 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=2218.801, Time=0.12 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=2218.588, Time=0.09 sec
ARIMA(3,0,3)(0,0,0)[0] intercept : AIC=2210.602, Time=0.35 sec
ARIMA(3,0,3)(0,0,0)[0] : AIC=2214.479, Time=0.24 sec
Best model: ARIMA(3,0,3)(0,0,0)[0] intercept
Total fit time: 1.532 seconds
ARIMA(3,0,3)(0,0,0)[0] intercept
8388.006492248527
326
Now the model for Store 13 and Dept 93 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2011.326, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2016.096, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2010.071, Time=0.04 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2012.231, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2445.151, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2010.317, Time=0.05 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2012.317, Time=0.05 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2055.125, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.242 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
5313.213281031966
327
Now the model for Store 13 and Dept 94 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2076.786, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2112.852, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2083.862, Time=0.04 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2097.439, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2526.437, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2076.689, Time=0.08 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2078.812, Time=0.08 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2074.202, Time=0.10 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=2075.155, Time=0.05 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=2070.815, Time=0.29 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=inf, Time=0.29 sec
ARIMA(3,0,3)(0,0,0)[0] intercept : AIC=inf, Time=0.41 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=2073.621, Time=0.15 sec
ARIMA(3,0,2)(0,0,0)[0] : AIC=inf, Time=0.31 sec
Best model: ARIMA(3,0,2)(0,0,0)[0] intercept
Total fit time: 1.904 seconds
ARIMA(3,0,2)(0,0,0)[0] intercept
8855.292600524619
328
Now the model for Store 13 and Dept 95 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2140.453, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2184.237, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2145.298, Time=0.04 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2164.893, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2646.527, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2140.445, Time=0.10 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2139.083, Time=0.04 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=2140.500, Time=0.06 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2142.077, Time=0.13 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.05 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.509 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
13659.622624570155
329
Now the model for Store 13 and Dept 96 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1705.408, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1746.346, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1710.391, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1725.639, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2109.817, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1706.194, Time=0.06 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1705.797, Time=0.06 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1715.698, Time=0.11 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1705.979, Time=0.04 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1704.753, Time=0.18 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=1706.121, Time=0.28 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=1706.443, Time=0.20 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=1705.805, Time=0.10 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1706.729, Time=0.11 sec
ARIMA(3,0,3)(0,0,0)[0] intercept : AIC=inf, Time=0.46 sec
ARIMA(2,0,2)(0,0,0)[0] : AIC=1709.935, Time=0.24 sec
Best model: ARIMA(2,0,2)(0,0,0)[0] intercept
Total fit time: 2.010 seconds
ARIMA(2,0,2)(0,0,0)[0] intercept
1220.549708218359
330
Now the model for Store 13 and Dept 97 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1844.710, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1880.830, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1851.092, Time=0.05 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1866.979, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2327.664, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1841.434, Time=0.12 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1839.570, Time=0.06 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1841.479, Time=0.08 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1843.402, Time=0.14 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.09 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.668 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
2525.482868970869
331
Now the model for Store 13 and Dept 98 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1838.105, Time=0.08 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1840.549, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1836.180, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1837.052, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2214.220, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1838.123, Time=0.08 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1840.060, Time=0.12 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1884.028, Time=0.02 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.375 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1306.6929426658623
332
Now the model for Store 14 and Dept 1 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2274.314, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2305.525, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2276.118, Time=0.04 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2275.202, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2404.366, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2275.123, Time=0.11 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2275.806, Time=0.08 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=2274.616, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2273.076, Time=0.05 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=2275.098, Time=0.06 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2277.122, Time=0.14 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=2295.762, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.737 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
14770.950084210639
333
Now the model for Store 14 and Dept 10 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1833.487, Time=0.08 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1859.916, Time=0.02 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1832.830, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1839.977, Time=0.13 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2276.714, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1833.641, Time=0.07 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1835.246, Time=0.13 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.508 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
3089.5861271654585
334
Now the model for Store 14 and Dept 11 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2006.126, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2032.111, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2004.264, Time=0.04 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2009.943, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2285.736, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2005.956, Time=0.05 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2008.163, Time=0.15 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2031.502, Time=0.02 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.413 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
5305.782837275189
335
Now the model for Store 14 and Dept 12 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1605.299, Time=0.17 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1681.312, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1613.109, Time=0.05 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1644.857, Time=0.11 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2014.229, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1606.421, Time=0.08 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1605.716, Time=0.21 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1631.887, Time=0.20 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1605.374, Time=0.07 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1608.233, Time=0.23 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1609.423, Time=0.10 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 1.265 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
726.1809358025912
336
Now the model for Store 14 and Dept 13 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1999.644, Time=0.10 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2013.069, Time=0.02 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2003.904, Time=0.04 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2009.606, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2494.106, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1986.489, Time=0.15 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1985.330, Time=0.10 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1986.313, Time=0.20 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1988.484, Time=0.22 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.16 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 1.060 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
6514.315450343193
337
Now the model for Store 14 and Dept 14 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2140.856, Time=0.08 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2156.460, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2141.416, Time=0.04 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2147.083, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2339.769, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2142.076, Time=0.11 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2144.716, Time=0.11 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=2144.193, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2140.665, Time=0.07 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=2141.757, Time=0.06 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2143.248, Time=0.13 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=2156.722, Time=0.05 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.786 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
6595.654944906163
338
Now the model for Store 14 and Dept 16 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2149.659, Time=0.09 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2348.886, Time=0.02 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2147.618, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2288.183, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2419.719, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2149.617, Time=0.08 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2151.359, Time=0.19 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2147.468, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=2149.442, Time=0.05 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=2149.461, Time=0.07 sec
ARIMA(0,0,1)(0,0,0)[0] : AIC=2355.692, Time=0.04 sec
ARIMA(2,0,1)(0,0,0)[0] : AIC=2150.919, Time=0.16 sec
Best model: ARIMA(1,0,0)(0,0,0)[0]
Total fit time: 0.844 seconds
ARIMA(1,0,0)(0,0,0)[0]
25601.34492383158
339
Now the model for Store 14 and Dept 17 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1965.779, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1981.226, Time=0.02 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1967.523, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1973.577, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2310.319, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1964.288, Time=0.11 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1962.347, Time=0.08 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1964.226, Time=0.09 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1966.234, Time=0.15 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.07 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.667 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
4915.637767111001
340
Now the model for Store 14 and Dept 2 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2105.849, Time=0.09 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2105.459, Time=0.02 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2104.722, Time=0.04 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2105.636, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2545.944, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2101.058, Time=0.08 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=2102.884, Time=0.14 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2102.916, Time=0.15 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2104.829, Time=0.17 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.08 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.832 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
9404.531111794726
341
Now the model for Store 14 and Dept 20 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1786.193, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1820.949, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1793.441, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1805.473, Time=0.10 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2164.745, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1785.723, Time=0.13 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1786.275, Time=0.08 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1785.971, Time=0.14 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=inf, Time=0.44 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1786.401, Time=0.14 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1784.842, Time=0.13 sec
ARIMA(3,0,0)(0,0,0)[0] : AIC=inf, Time=0.13 sec
Best model: ARIMA(3,0,0)(0,0,0)[0] intercept
Total fit time: 1.414 seconds
ARIMA(3,0,0)(0,0,0)[0] intercept
1668.896511589328
342
Now the model for Store 14 and Dept 21 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1821.654, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1838.859, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1820.484, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1826.175, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2117.187, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1821.248, Time=0.07 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1823.240, Time=0.09 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1853.346, Time=0.02 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.338 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1938.3544327348516
343
Now the model for Store 14 and Dept 22 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2003.150, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2018.138, Time=0.02 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2002.665, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2008.455, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2272.524, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2002.259, Time=0.05 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=2004.236, Time=0.08 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2004.248, Time=0.06 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2006.239, Time=0.12 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=2020.811, Time=0.05 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.527 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
4514.991236189613
344
Now the model for Store 14 and Dept 23 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2159.432, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2182.872, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2157.715, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2166.024, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2403.972, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2158.982, Time=0.08 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2160.815, Time=0.11 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2184.943, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.336 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
7128.370731465673
345
Now the model for Store 14 and Dept 24 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1915.724, Time=0.09 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1933.191, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1913.798, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1917.506, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2136.566, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1915.696, Time=0.06 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1917.714, Time=0.08 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1942.426, Time=0.02 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.316 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
2458.4490833645496
346
Now the model for Store 14 and Dept 25 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1892.086, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1920.811, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1890.108, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1899.491, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2212.442, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1892.071, Time=0.05 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1894.063, Time=0.08 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1916.613, Time=0.02 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.291 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
2895.745733873655
347
Now the model for Store 14 and Dept 26 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1901.252, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1928.746, Time=0.02 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1902.827, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1914.825, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2185.101, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1901.715, Time=0.07 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1903.250, Time=0.05 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1908.596, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1899.815, Time=0.04 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1901.649, Time=0.05 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1903.620, Time=0.10 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1914.687, Time=0.04 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.568 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
3059.132120319872
348
Now the model for Store 14 and Dept 27 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1655.831, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1690.664, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1656.359, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1668.943, Time=0.09 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1883.198, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1657.016, Time=0.08 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1657.453, Time=0.05 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1659.945, Time=0.16 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1655.021, Time=0.04 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1657.010, Time=0.05 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1659.016, Time=0.10 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1666.589, Time=0.04 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.738 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
719.7380466968533
349
Now the model for Store 14 and Dept 28 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1420.051, Time=0.11 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1536.679, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1421.483, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1482.456, Time=0.15 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1733.137, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1416.277, Time=0.30 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1418.958, Time=0.11 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1419.685, Time=0.35 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1418.747, Time=0.33 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1420.495, Time=0.13 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1419.721, Time=0.15 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=1420.242, Time=0.32 sec
ARIMA(2,0,1)(0,0,0)[0] : AIC=1422.692, Time=0.14 sec
Best model: ARIMA(2,0,1)(0,0,0)[0] intercept
Total fit time: 2.150 seconds
ARIMA(2,0,1)(0,0,0)[0] intercept
379.48280726808747
350
Now the model for Store 14 and Dept 29 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1944.382, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1958.009, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1942.737, Time=0.04 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1947.370, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2155.041, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1943.892, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1945.886, Time=0.06 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1974.703, Time=0.02 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.247 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
2696.146173001231
351
Now the model for Store 14 and Dept 3 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2096.004, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2213.683, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2095.488, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2159.918, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2311.068, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2095.568, Time=0.04 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2097.522, Time=0.18 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2100.060, Time=0.02 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.367 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
9435.662675286407
352
Now the model for Store 14 and Dept 30 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1665.425, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1765.294, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1680.738, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1724.554, Time=0.10 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2063.425, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1665.938, Time=0.07 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1665.648, Time=0.17 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1702.635, Time=0.14 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1666.416, Time=0.06 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1666.806, Time=0.29 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1666.144, Time=0.06 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.999 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
1206.880765791121
353
Now the model for Store 14 and Dept 31 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1794.033, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1847.438, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1792.967, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1804.913, Time=0.09 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1978.345, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1793.855, Time=0.04 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1795.902, Time=0.11 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1806.607, Time=0.02 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.359 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1487.9561362142933
354
Now the model for Store 14 and Dept 32 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2078.354, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2090.472, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2076.608, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2080.109, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2224.512, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2078.151, Time=0.05 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2080.120, Time=0.08 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2104.314, Time=0.02 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.289 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
4842.746333603273
355
Now the model for Store 14 and Dept 33 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1904.914, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1923.665, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1902.838, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1908.529, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2142.096, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1904.843, Time=0.05 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1905.631, Time=0.09 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1931.386, Time=0.02 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.328 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
2440.7607970083345
356
Now the model for Store 14 and Dept 34 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1959.739, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2008.123, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1964.536, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1987.106, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2312.883, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1960.290, Time=0.07 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1961.388, Time=0.07 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1977.859, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1959.043, Time=0.06 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1960.070, Time=0.09 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1961.794, Time=0.10 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.04 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.634 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
4661.437021474011
357
Now the model for Store 14 and Dept 35 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1650.975, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1678.539, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1652.781, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1663.894, Time=0.14 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1957.264, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1648.662, Time=0.17 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1647.082, Time=0.06 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1648.883, Time=0.07 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1650.719, Time=0.12 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1658.718, Time=0.05 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.713 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
837.1906153008563
358
Now the model for Store 14 and Dept 36 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1758.802, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1885.329, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1758.055, Time=0.23 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1807.755, Time=0.10 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1968.445, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1759.059, Time=0.05 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1760.702, Time=0.13 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1760.862, Time=0.02 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.612 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
2047.8520672074192
359
Now the model for Store 14 and Dept 38 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2101.688, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2098.499, Time=0.02 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2099.941, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2100.304, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2602.553, Time=0.01 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.169 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
13904.737558139548
360
Now the model for Store 14 and Dept 4 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1998.226, Time=0.08 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1996.669, Time=0.02 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1996.973, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1998.934, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2468.989, Time=0.01 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.171 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
6900.602590697682
361
Now the model for Store 14 and Dept 40 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2002.374, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1996.319, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1998.012, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1998.044, Time=0.11 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2525.133, Time=0.01 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.241 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
8069.586486046511
362
Now the model for Store 14 and Dept 41 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1875.489, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1895.448, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1873.859, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1881.175, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2005.380, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1874.574, Time=0.04 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1876.019, Time=0.07 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1894.768, Time=0.03 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.273 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1593.7581978537007
363
Now the model for Store 14 and Dept 42 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1669.242, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1683.340, Time=0.02 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1669.009, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1675.818, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2084.359, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1663.612, Time=0.06 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1664.791, Time=0.09 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1665.041, Time=0.12 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1664.908, Time=0.18 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.09 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.706 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
1104.018464370274
364
Now the model for Store 14 and Dept 44 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1722.263, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1759.447, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1721.492, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1736.324, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2021.014, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1721.586, Time=0.05 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1723.408, Time=0.10 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1745.028, Time=0.02 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.341 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1006.5406041598651
365
Now the model for Store 14 and Dept 46 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2038.721, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2064.303, Time=0.02 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2037.080, Time=0.06 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2044.887, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2374.042, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2038.250, Time=0.05 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2039.982, Time=0.10 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2065.967, Time=0.02 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.338 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
4859.713958642126
366
Now the model for Store 14 and Dept 49 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1817.836, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1819.829, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1817.857, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1820.091, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2163.653, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1812.014, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1808.654, Time=0.06 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1810.156, Time=0.07 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1813.379, Time=0.10 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.05 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.503 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
1573.1004027684555
367
Now the model for Store 14 and Dept 5 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2263.644, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2304.672, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2264.154, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2281.903, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2427.669, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2265.343, Time=0.06 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2266.263, Time=0.06 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=2274.119, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2263.864, Time=0.03 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=inf, Time=0.37 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=2269.857, Time=0.04 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.723 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
17305.848539127095
368
Now the model for Store 14 and Dept 50 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1536.974, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1559.320, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1539.740, Time=0.13 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1547.328, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1835.007, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1537.398, Time=0.06 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1538.078, Time=0.05 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1541.631, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1535.919, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1537.090, Time=0.05 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1539.044, Time=0.09 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1550.834, Time=0.06 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.668 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
405.7696386963944
369
Now the model for Store 14 and Dept 52 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1582.180, Time=0.17 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1629.532, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1587.453, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1607.017, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1853.895, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1582.178, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1580.033, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1582.186, Time=0.06 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1584.005, Time=0.16 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1589.864, Time=0.04 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.619 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
433.9904123790944
370
Now the model for Store 14 and Dept 55 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2132.929, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2189.783, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2140.400, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2168.331, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2291.363, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2130.248, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2128.245, Time=0.04 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=2130.210, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2132.228, Time=0.11 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=2132.794, Time=0.03 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.391 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
12895.03273035944
371
Now the model for Store 14 and Dept 56 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1909.273, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2054.751, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1908.006, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1980.600, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2111.639, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1908.982, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1912.182, Time=0.10 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1908.790, Time=0.02 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.297 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
4444.198165166625
372
Now the model for Store 14 and Dept 58 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1843.670, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1864.681, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1845.026, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1852.299, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2079.253, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1844.379, Time=0.05 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1844.187, Time=0.05 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1848.474, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1842.627, Time=0.04 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1844.250, Time=0.05 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1846.200, Time=0.08 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1855.065, Time=0.04 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.503 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
3736.706266413522
373
Now the model for Store 14 and Dept 59 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1873.310, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1945.162, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1872.682, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1895.845, Time=0.08 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1962.085, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1872.817, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1874.834, Time=0.07 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1873.928, Time=0.02 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.285 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1956.8368652729705
374
Now the model for Store 14 and Dept 6 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2005.751, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2009.767, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2004.037, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2005.135, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2127.850, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2005.914, Time=0.04 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2007.579, Time=0.05 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2037.199, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.201 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
4512.704223630648
375
Now the model for Store 14 and Dept 60 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1290.870, Time=0.09 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1299.328, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1289.004, Time=0.04 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1289.820, Time=0.09 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1489.902, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1290.798, Time=0.04 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1292.892, Time=0.13 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1323.251, Time=0.02 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.427 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
86.07806376354634
376
Now the model for Store 14 and Dept 67 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2030.533, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2052.329, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2031.419, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2029.806, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2228.519, Time=0.01 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=2030.168, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2032.333, Time=0.04 sec
ARIMA(0,0,1)(0,0,0)[0] : AIC=2146.401, Time=0.06 sec
Best model: ARIMA(0,0,1)(0,0,0)[0] intercept
Total fit time: 0.245 seconds
ARIMA(0,0,1)(0,0,0)[0] intercept
4726.129092130092
377
Now the model for Store 14 and Dept 7 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2416.473, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2461.365, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2414.953, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2434.134, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2543.891, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2416.128, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2416.848, Time=0.10 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2426.476, Time=0.02 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.238 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
24898.11065137988
378
Now the model for Store 14 and Dept 71 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1844.118, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1883.765, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1848.570, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1865.198, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2138.301, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1841.825, Time=0.08 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1839.874, Time=0.04 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1840.169, Time=0.08 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1842.329, Time=0.11 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.05 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.496 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
2276.058454340503
379
Now the model for Store 14 and Dept 72 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2480.244, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2486.167, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2480.977, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2483.106, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2622.108, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2480.701, Time=0.07 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2482.021, Time=0.07 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=2483.789, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2480.121, Time=0.04 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=2478.785, Time=0.05 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2480.024, Time=0.11 sec
ARIMA(3,0,0)(0,0,0)[0] : AIC=2490.252, Time=0.05 sec
Best model: ARIMA(3,0,0)(0,0,0)[0] intercept
Total fit time: 0.568 seconds
ARIMA(3,0,0)(0,0,0)[0] intercept
32936.885389776806
380
Now the model for Store 14 and Dept 74 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1931.129, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1926.907, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1928.898, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1929.145, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2330.676, Time=0.01 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.120 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
5103.944900000006
381
Now the model for Store 14 and Dept 79 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1940.599, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1957.579, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1948.613, Time=0.06 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1954.260, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2400.153, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1923.421, Time=0.11 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1924.012, Time=0.07 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1925.199, Time=0.10 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1920.415, Time=0.15 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1929.611, Time=0.10 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=1921.397, Time=0.31 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=1922.253, Time=0.18 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=1930.802, Time=0.13 sec
ARIMA(3,0,3)(0,0,0)[0] intercept : AIC=inf, Time=0.45 sec
ARIMA(2,0,2)(0,0,0)[0] : AIC=1916.093, Time=0.15 sec
ARIMA(1,0,2)(0,0,0)[0] : AIC=1918.634, Time=0.10 sec
ARIMA(2,0,1)(0,0,0)[0] : AIC=1917.494, Time=0.08 sec
ARIMA(3,0,2)(0,0,0)[0] : AIC=1917.849, Time=0.29 sec
ARIMA(2,0,3)(0,0,0)[0] : AIC=1918.001, Time=0.19 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1920.873, Time=0.15 sec
ARIMA(1,0,3)(0,0,0)[0] : AIC=1919.807, Time=0.15 sec
ARIMA(3,0,1)(0,0,0)[0] : AIC=1918.234, Time=0.12 sec
ARIMA(3,0,3)(0,0,0)[0] : AIC=inf, Time=0.29 sec
Best model: ARIMA(2,0,2)(0,0,0)[0]
Total fit time: 3.313 seconds
ARIMA(2,0,2)(0,0,0)[0]
4242.791693176057
382
Now the model for Store 14 and Dept 8 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1980.701, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1977.276, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1978.047, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1978.810, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2470.002, Time=0.01 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.132 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
6374.882286046523
383
Now the model for Store 14 and Dept 80 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1884.805, Time=0.09 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1879.217, Time=0.02 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1881.872, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1882.558, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2389.714, Time=0.01 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.193 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
4463.6212558139605
384
Now the model for Store 14 and Dept 81 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1981.462, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1986.761, Time=0.02 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1984.763, Time=0.04 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1987.082, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2418.686, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1970.508, Time=0.11 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1974.102, Time=0.13 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1971.131, Time=0.22 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1969.511, Time=0.25 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1969.150, Time=0.12 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1978.489, Time=0.05 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=1968.418, Time=0.14 sec
ARIMA(0,0,3)(0,0,0)[0] intercept : AIC=1979.128, Time=0.06 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=1969.297, Time=0.12 sec
ARIMA(1,0,3)(0,0,0)[0] : AIC=1969.257, Time=0.17 sec
Best model: ARIMA(1,0,3)(0,0,0)[0] intercept
Total fit time: 1.562 seconds
ARIMA(1,0,3)(0,0,0)[0] intercept
6011.56822843937
385
Now the model for Store 14 and Dept 82 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2197.346, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2220.824, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2195.833, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2203.489, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2363.535, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2196.764, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2198.684, Time=0.07 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2218.821, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.176 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
6227.409671185557
386
Now the model for Store 14 and Dept 83 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1826.384, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1838.828, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1826.626, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1831.812, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2158.304, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1826.023, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1823.903, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1825.834, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1827.837, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.302 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
2157.3030691246217
387
Now the model for Store 14 and Dept 85 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1645.182, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1674.805, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1645.302, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1642.656, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1873.907, Time=0.00 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1644.178, Time=0.07 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1645.761, Time=0.04 sec
ARIMA(0,0,1)(0,0,0)[0] : AIC=1771.284, Time=0.05 sec
Best model: ARIMA(0,0,1)(0,0,0)[0] intercept
Total fit time: 0.271 seconds
ARIMA(0,0,1)(0,0,0)[0] intercept
747.5517892119922
388
Now the model for Store 14 and Dept 87 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1841.800, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1867.659, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1847.533, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1856.754, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2239.365, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1840.536, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1839.312, Time=0.04 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1840.403, Time=0.05 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1842.319, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.05 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.354 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
2042.9052806341165
389
Now the model for Store 14 and Dept 9 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1975.306, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2066.880, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1979.088, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2031.367, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2300.367, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1974.696, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1972.856, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1974.812, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1976.072, Time=0.10 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1977.759, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.304 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
5939.279217592908
390
Now the model for Store 14 and Dept 90 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2147.745, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2151.690, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2146.747, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2146.607, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2610.746, Time=0.01 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=2146.484, Time=0.02 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2149.067, Time=0.04 sec
ARIMA(0,0,3)(0,0,0)[0] intercept : AIC=2147.589, Time=0.02 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=2150.412, Time=0.04 sec
ARIMA(0,0,2)(0,0,0)[0] : AIC=2531.389, Time=0.02 sec
Best model: ARIMA(0,0,2)(0,0,0)[0] intercept
Total fit time: 0.267 seconds
ARIMA(0,0,2)(0,0,0)[0] intercept
14516.979853062772
391
Now the model for Store 14 and Dept 91 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2182.952, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2169.950, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2178.724, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2180.143, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2580.483, Time=0.00 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.068 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
15153.346679069782
392
Now the model for Store 14 and Dept 92 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2299.011, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2294.322, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2296.117, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2297.002, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2716.100, Time=0.00 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.072 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
25692.462565116315
393
Now the model for Store 14 and Dept 93 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2114.907, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2109.574, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2112.633, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2112.921, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2504.359, Time=0.00 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.057 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
11406.179265116287
394
Now the model for Store 14 and Dept 94 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2077.418, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2132.722, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2101.993, Time=0.05 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2120.671, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2512.873, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2051.266, Time=0.03 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2057.722, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2052.570, Time=0.07 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=2043.132, Time=0.09 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2042.665, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=2101.566, Time=0.03 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=2044.979, Time=0.03 sec
ARIMA(0,0,3)(0,0,0)[0] intercept : AIC=2095.452, Time=0.04 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=2044.972, Time=0.09 sec
ARIMA(1,0,2)(0,0,0)[0] : AIC=2046.460, Time=0.05 sec
Best model: ARIMA(1,0,2)(0,0,0)[0] intercept
Total fit time: 0.586 seconds
ARIMA(1,0,2)(0,0,0)[0] intercept
9335.951448226535
395
Now the model for Store 14 and Dept 95 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2235.577, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2253.935, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2243.708, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2249.178, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2673.026, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2224.168, Time=0.03 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2229.734, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2224.236, Time=0.08 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=2220.213, Time=0.09 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2220.683, Time=0.03 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=2222.209, Time=0.11 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=2220.595, Time=0.17 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=2218.968, Time=0.05 sec
ARIMA(0,0,3)(0,0,0)[0] intercept : AIC=2240.586, Time=0.05 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=2239.763, Time=0.02 sec
ARIMA(1,0,3)(0,0,0)[0] : AIC=2223.575, Time=0.06 sec
Best model: ARIMA(1,0,3)(0,0,0)[0] intercept
Total fit time: 0.793 seconds
ARIMA(1,0,3)(0,0,0)[0] intercept
21137.69993228943
396
Now the model for Store 14 and Dept 97 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1927.234, Time=0.08 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1923.235, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1929.893, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1930.135, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2327.955, Time=0.00 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.115 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
4427.253246511633
397
Now the model for Store 14 and Dept 98 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1880.675, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1876.669, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1878.709, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1878.757, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2253.834, Time=0.00 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.068 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
3041.266709302328
398
Now the model for Store 15 and Dept 1 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2066.004, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2096.419, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2069.711, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2065.312, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2230.137, Time=0.01 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=2065.373, Time=0.02 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2067.015, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] : AIC=2162.413, Time=0.01 sec
Best model: ARIMA(0,0,1)(0,0,0)[0] intercept
Total fit time: 0.117 seconds
ARIMA(0,0,1)(0,0,0)[0] intercept
4521.628555258066
399
Now the model for Store 15 and Dept 10 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1804.782, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1843.103, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1802.991, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1813.367, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2162.471, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1804.650, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=inf, Time=0.14 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1826.221, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.260 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1364.3446786815643
400
Now the model for Store 15 and Dept 11 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2009.883, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2019.156, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2008.371, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2010.865, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2209.391, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2009.684, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2011.664, Time=0.03 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2042.910, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.142 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
5712.521204092769
401
Now the model for Store 15 and Dept 12 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1535.045, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1652.035, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1550.116, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1603.651, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1931.142, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1535.010, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1535.786, Time=0.02 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1535.717, Time=0.05 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1506.373, Time=0.20 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1533.891, Time=0.03 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=1515.644, Time=0.22 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=1529.785, Time=0.22 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=1532.525, Time=0.18 sec
ARIMA(3,0,3)(0,0,0)[0] intercept : AIC=inf, Time=0.24 sec
ARIMA(2,0,2)(0,0,0)[0] : AIC=1529.004, Time=0.11 sec
Best model: ARIMA(2,0,2)(0,0,0)[0] intercept
Total fit time: 1.409 seconds
ARIMA(2,0,2)(0,0,0)[0] intercept
293.8521246515524
402
Now the model for Store 15 and Dept 13 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1738.431, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1799.809, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1757.698, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1783.885, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2259.004, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1731.230, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1730.928, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1731.142, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1732.979, Time=0.10 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.264 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
916.1861147887481
403
Now the model for Store 15 and Dept 14 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2002.237, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2025.595, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2001.672, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2009.734, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2206.915, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2002.611, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2003.951, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2027.963, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.119 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
2754.3439097130213
404
Now the model for Store 15 and Dept 16 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2047.431, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2201.718, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2045.638, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2120.789, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2268.305, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2047.486, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2049.727, Time=0.05 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2046.390, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.162 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
9411.396796983523
405
Now the model for Store 15 and Dept 17 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1843.596, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1863.061, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1844.021, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1849.933, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2162.389, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1844.701, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1845.038, Time=0.09 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1848.803, Time=0.02 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1843.024, Time=0.01 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1844.239, Time=0.02 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1846.211, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.345 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
1747.2887828364312
406
Now the model for Store 15 and Dept 19 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1393.078, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1402.794, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1394.314, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1397.910, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1699.924, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1392.297, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1390.618, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1392.108, Time=0.02 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1393.977, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1410.213, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.240 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
189.44668074149197
407
Now the model for Store 15 and Dept 2 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1922.175, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1930.786, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1920.938, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1923.845, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2328.176, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1921.486, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1923.496, Time=0.03 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1962.548, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.129 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
2455.6286655756007
408
Now the model for Store 15 and Dept 20 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1593.433, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1608.736, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1595.371, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1600.153, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1970.804, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1593.310, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1592.519, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1591.267, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1593.160, Time=0.06 sec
ARIMA(3,0,0)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(3,0,0)(0,0,0)[0] intercept
Total fit time: 0.281 seconds
ARIMA(3,0,0)(0,0,0)[0] intercept
598.3937494391075
409
Now the model for Store 15 and Dept 21 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1628.776, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1644.175, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1626.776, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1630.020, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1905.004, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1628.728, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1630.763, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1659.869, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.168 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
428.57238528648185
410
Now the model for Store 15 and Dept 22 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1842.261, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1847.134, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1840.522, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1842.242, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2107.530, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1841.955, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1843.964, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1882.489, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.140 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1179.3694793338902
411
Now the model for Store 15 and Dept 23 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2060.655, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2081.181, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2058.764, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2065.531, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2300.448, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2060.416, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2062.394, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2087.331, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.146 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
4007.7858425060667
412
Now the model for Store 15 and Dept 24 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1776.287, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1812.815, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1774.243, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1786.041, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2006.724, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1776.231, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1778.246, Time=0.08 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1794.020, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.179 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1216.7808074307081
413
Now the model for Store 15 and Dept 25 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1798.665, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1828.432, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1796.841, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1810.131, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2119.553, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1797.677, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1795.460, Time=0.06 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1793.724, Time=0.07 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1791.803, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] : AIC=1816.640, Time=0.03 sec
Best model: ARIMA(3,0,0)(0,0,0)[0] intercept
Total fit time: 0.266 seconds
ARIMA(3,0,0)(0,0,0)[0] intercept
1629.5234396793553
414
Now the model for Store 15 and Dept 26 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1756.041, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1768.779, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1757.081, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1762.485, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2006.097, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1755.231, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1753.266, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1755.199, Time=0.02 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1757.196, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1770.929, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.227 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
1221.2952314530144
415
Now the model for Store 15 and Dept 27 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1530.247, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1592.831, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1528.500, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1550.904, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1782.031, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1530.185, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1532.219, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1543.171, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.170 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
353.3835464823355
416
Now the model for Store 15 and Dept 28 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1294.532, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1391.623, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1294.145, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1332.506, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1618.721, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1294.566, Time=0.04 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1296.463, Time=0.06 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1304.710, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.237 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
194.66455303452764
417
Now the model for Store 15 and Dept 29 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1736.097, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1751.207, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1734.074, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1737.902, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1994.383, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1736.074, Time=0.04 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1738.051, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1766.937, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.157 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
790.7109422804319
418
Now the model for Store 15 and Dept 3 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1917.115, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2059.757, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1928.125, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1978.238, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2175.700, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1914.891, Time=0.03 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1912.854, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1914.859, Time=0.02 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1916.887, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1922.657, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.234 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
5272.106762615148
419
Now the model for Store 15 and Dept 30 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1544.883, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1605.894, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1551.448, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1578.953, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1921.665, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1543.262, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1541.262, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1543.258, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1545.257, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.259 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
588.4531407680894
420
Now the model for Store 15 and Dept 31 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1633.900, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1678.257, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1632.117, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1649.478, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1869.925, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1633.541, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1633.227, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1651.030, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.215 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
895.636575340869
421
Now the model for Store 15 and Dept 32 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1866.039, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1876.712, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1864.072, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1865.279, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2030.191, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1866.021, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1868.033, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1895.105, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.162 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1385.698841077622
422
Now the model for Store 15 and Dept 33 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1752.293, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1773.653, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1750.309, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1757.162, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1977.377, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1752.239, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1754.272, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1776.992, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.118 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1074.7952524407456
423
Now the model for Store 15 and Dept 34 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1871.207, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1908.869, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1869.709, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1880.751, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2205.462, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1871.453, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1872.867, Time=0.06 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1891.846, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.175 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
3116.19286586729
424
Now the model for Store 15 and Dept 35 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1588.115, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1605.291, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1588.379, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1594.126, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1874.364, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1588.586, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1589.137, Time=0.04 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1591.617, Time=0.02 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1586.739, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1588.042, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1589.966, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1603.505, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.321 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
611.6774126660251
425
Now the model for Store 15 and Dept 36 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1590.006, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1639.938, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1588.013, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1606.319, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1771.202, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1589.781, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1591.604, Time=0.03 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1601.339, Time=0.02 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.143 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
644.72528502687
426
Now the model for Store 15 and Dept 38 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1965.283, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1962.064, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1963.175, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1963.133, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2463.155, Time=0.00 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.060 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
5221.403481395349
427
Now the model for Store 15 and Dept 4 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1665.958, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1733.730, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1668.850, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1698.056, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2183.734, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1666.739, Time=0.05 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1667.608, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1682.922, Time=0.09 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1664.831, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1666.557, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1668.544, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.420 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
1104.4064000935293
428
Now the model for Store 15 and Dept 40 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1801.086, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1801.027, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1799.687, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1800.672, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2353.943, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1798.857, Time=0.06 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1800.679, Time=0.04 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1800.677, Time=0.09 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1802.559, Time=0.11 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.399 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
1130.8531797393225
429
Now the model for Store 15 and Dept 41 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1600.750, Time=0.09 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1670.512, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1601.443, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1627.327, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1757.828, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1603.409, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1601.174, Time=0.15 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1613.874, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1601.769, Time=0.02 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1604.579, Time=0.10 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1603.757, Time=0.03 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.537 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
789.9558330617898
430
Now the model for Store 15 and Dept 42 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1545.246, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1587.929, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1546.553, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1562.417, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1921.837, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1544.861, Time=0.08 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1543.492, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1542.145, Time=0.05 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1543.257, Time=0.12 sec
ARIMA(3,0,0)(0,0,0)[0] : AIC=inf, Time=0.04 sec
Best model: ARIMA(3,0,0)(0,0,0)[0] intercept
Total fit time: 0.423 seconds
ARIMA(3,0,0)(0,0,0)[0] intercept
447.6797936880952
431
Now the model for Store 15 and Dept 44 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1642.962, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1684.637, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1644.260, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1656.210, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1924.579, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1644.644, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1645.209, Time=0.07 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1650.930, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1643.934, Time=0.01 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1646.238, Time=0.18 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1646.509, Time=0.05 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.500 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
542.1984541341585
432
Now the model for Store 15 and Dept 46 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1853.220, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1877.013, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1851.518, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1855.659, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2179.207, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1853.051, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1855.118, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1881.104, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.133 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1456.2933637148274
433
Now the model for Store 15 and Dept 49 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1802.459, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1807.791, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1801.287, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1803.577, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2123.013, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1801.328, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1803.348, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1841.851, Time=0.00 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.127 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1555.9306009275952
434
Now the model for Store 15 and Dept 5 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2168.164, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2193.321, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2170.414, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2180.059, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2293.495, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2169.246, Time=0.03 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2170.847, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=2176.806, Time=0.03 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2168.521, Time=0.02 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=2169.929, Time=0.07 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=2171.838, Time=0.02 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.243 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
7850.946768681748
435
Now the model for Store 15 and Dept 50 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1584.474, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1583.163, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1582.382, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1582.381, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1830.439, Time=0.00 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1584.613, Time=0.02 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1586.570, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] : AIC=1747.240, Time=0.03 sec
Best model: ARIMA(0,0,1)(0,0,0)[0] intercept
Total fit time: 0.167 seconds
ARIMA(0,0,1)(0,0,0)[0] intercept
571.486408764613
436
Now the model for Store 15 and Dept 52 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1472.326, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1478.207, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1473.062, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1475.572, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1769.247, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1469.975, Time=0.03 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1468.091, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1469.841, Time=0.02 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1471.836, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1488.469, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.260 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
289.8907337182266
437
Now the model for Store 15 and Dept 55 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1985.493, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2035.455, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1990.174, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2013.457, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2124.996, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1986.055, Time=0.03 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1987.953, Time=0.02 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1999.319, Time=0.02 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1984.367, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1986.192, Time=0.02 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1988.017, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1990.280, Time=0.01 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.244 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
4638.6411638357395
438
Now the model for Store 15 and Dept 59 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1467.272, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1528.194, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1465.328, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1483.842, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1581.959, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1467.290, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1469.282, Time=0.09 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1471.923, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.246 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
369.9853972952149
439
Now the model for Store 15 and Dept 6 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1934.644, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1933.180, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1932.869, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1933.332, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2032.116, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1934.401, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1936.342, Time=0.03 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1970.360, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.123 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
2307.792199603344
440
Now the model for Store 15 and Dept 67 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1847.396, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1866.893, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1848.046, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1844.458, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2057.630, Time=0.00 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1846.652, Time=0.02 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1848.334, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] : AIC=1969.229, Time=0.03 sec
Best model: ARIMA(0,0,1)(0,0,0)[0] intercept
Total fit time: 0.171 seconds
ARIMA(0,0,1)(0,0,0)[0] intercept
1867.478710468667
441
Now the model for Store 15 and Dept 7 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2220.025, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2253.824, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2219.715, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2233.636, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2352.871, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2219.432, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=2221.397, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2221.457, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2223.419, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=2229.022, Time=0.01 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.215 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
8803.673813992951
442
Now the model for Store 15 and Dept 71 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1715.291, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1725.838, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1713.124, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1716.479, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1973.291, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1714.690, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1716.316, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1747.347, Time=0.02 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.205 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1006.2700685500452
443
Now the model for Store 15 and Dept 72 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2390.875, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2389.202, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2389.625, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2390.039, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2482.505, Time=0.00 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.069 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
15673.448683720935
444
Now the model for Store 15 and Dept 74 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1828.053, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1828.124, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1826.817, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1827.383, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2201.015, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1827.624, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1829.331, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1880.537, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.162 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1802.5128094609197
445
Now the model for Store 15 and Dept 79 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1677.581, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1685.356, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1677.647, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1680.655, Time=0.18 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2096.392, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1676.737, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1674.847, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1675.245, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1677.379, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.423 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
692.5115710245872
446
Now the model for Store 15 and Dept 8 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1821.085, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1818.596, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1818.961, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1819.314, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2272.839, Time=0.00 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.064 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
953.2671418604652
447
Now the model for Store 15 and Dept 81 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1479.911, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1544.530, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1483.576, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1509.951, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1969.721, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1481.526, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1481.416, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1499.673, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1480.451, Time=0.02 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1482.631, Time=0.06 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1486.149, Time=0.04 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.340 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
285.2039806906799
448
Now the model for Store 15 and Dept 82 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2036.593, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2064.871, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2034.679, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2040.585, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2183.229, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2036.500, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2038.553, Time=0.03 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2053.879, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.123 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1775.6127159052555
449
Now the model for Store 15 and Dept 83 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1237.177, Time=0.09 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1321.769, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1246.734, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1286.346, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1500.571, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1237.311, Time=0.08 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1237.963, Time=0.11 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1261.609, Time=0.10 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1235.295, Time=0.08 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1237.312, Time=0.07 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1239.295, Time=0.11 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1241.109, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.733 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
175.96591444337383
450
Now the model for Store 15 and Dept 85 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1747.489, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1817.098, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1763.136, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1754.907, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1948.209, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1746.393, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1744.721, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1744.912, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1746.764, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1775.389, Time=0.01 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.270 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
1201.0852441930954
451
Now the model for Store 15 and Dept 87 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1707.456, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1732.625, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1707.550, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1717.090, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2104.345, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1707.564, Time=0.05 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1708.447, Time=0.04 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1709.395, Time=0.02 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1705.886, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1707.451, Time=0.06 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1709.412, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.387 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
1297.8924356021407
452
Now the model for Store 15 and Dept 9 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1953.619, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2027.845, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1955.119, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1994.642, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2233.991, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1955.218, Time=0.03 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1955.518, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1981.422, Time=0.02 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1953.490, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1954.818, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1956.715, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1960.447, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.259 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
4590.612849191408
453
Now the model for Store 15 and Dept 90 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1534.001, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1569.565, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1537.605, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1552.549, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2005.866, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1527.896, Time=0.03 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1526.968, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1528.455, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1529.847, Time=0.08 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.313 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
456.496710218146
454
Now the model for Store 15 and Dept 91 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1426.642, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1426.986, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1424.930, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1424.455, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1913.951, Time=0.00 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1426.455, Time=0.08 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1428.482, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] : AIC=1801.086, Time=0.04 sec
Best model: ARIMA(0,0,1)(0,0,0)[0] intercept
Total fit time: 0.262 seconds
ARIMA(0,0,1)(0,0,0)[0] intercept
180.6514689778775
455
Now the model for Store 15 and Dept 92 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1789.807, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1842.990, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1796.178, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1816.836, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2246.416, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1790.150, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1790.387, Time=0.04 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1799.720, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1788.998, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1790.586, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1792.008, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.364 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
1079.1045707720261
456
Now the model for Store 15 and Dept 93 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1228.971, Time=0.12 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1255.115, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1235.543, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1242.533, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1512.714, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1235.895, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1230.532, Time=0.16 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1238.474, Time=0.08 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1234.492, Time=0.03 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1232.678, Time=0.19 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1232.771, Time=0.04 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.739 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
77.77184441736982
457
Now the model for Store 15 and Dept 95 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1871.331, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1932.802, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1870.564, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1891.429, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2331.383, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1871.845, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1872.742, Time=0.09 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=inf, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.220 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
2701.5651435159016
458
Now the model for Store 15 and Dept 96 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1547.201, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1622.710, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1545.251, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1568.429, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1861.148, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1547.247, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1548.365, Time=0.11 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1558.623, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.233 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1205.708730355168
459
Now the model for Store 15 and Dept 97 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1519.783, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1594.490, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1518.388, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1538.515, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1832.454, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1519.999, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1522.314, Time=0.12 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1531.334, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.272 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
462.8046385602656
460
Now the model for Store 16 and Dept 1 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1894.192, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1921.169, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1895.659, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1893.310, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2173.019, Time=0.00 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1893.872, Time=0.02 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1895.442, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] : AIC=2071.487, Time=0.04 sec
Best model: ARIMA(0,0,1)(0,0,0)[0] intercept
Total fit time: 0.183 seconds
ARIMA(0,0,1)(0,0,0)[0] intercept
2888.2790809172
461
Now the model for Store 16 and Dept 10 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1838.451, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1863.526, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1837.234, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1844.665, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2186.914, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1838.565, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1840.057, Time=0.05 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1865.627, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.144 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1864.063781095878
462
Now the model for Store 16 and Dept 11 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1790.726, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1905.621, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1799.979, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1852.906, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2173.428, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1792.258, Time=0.03 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1792.109, Time=0.07 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1832.591, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1793.015, Time=0.02 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1783.479, Time=0.19 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=1791.953, Time=0.09 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=1789.729, Time=0.08 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=1789.721, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1792.098, Time=0.05 sec
ARIMA(3,0,3)(0,0,0)[0] intercept : AIC=1789.811, Time=0.15 sec
ARIMA(2,0,2)(0,0,0)[0] : AIC=inf, Time=0.14 sec
Best model: ARIMA(2,0,2)(0,0,0)[0] intercept
Total fit time: 1.038 seconds
ARIMA(2,0,2)(0,0,0)[0] intercept
2962.9821963307504
463
Now the model for Store 16 and Dept 12 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1548.047, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1704.355, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1551.360, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1634.619, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1958.988, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1549.518, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1549.289, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1607.548, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1547.724, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1549.080, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1550.703, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.370 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
878.5234709056856
464
Now the model for Store 16 and Dept 13 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1692.417, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1797.660, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1693.982, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1748.566, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2213.855, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1692.170, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1690.728, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1691.402, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1692.713, Time=0.08 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.321 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
1836.9255373115782
465
Now the model for Store 16 and Dept 14 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1880.829, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1913.117, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1880.666, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1893.647, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2124.834, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1880.806, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1882.665, Time=0.03 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1903.353, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.117 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
2359.1265490785045
466
Now the model for Store 16 and Dept 16 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1890.961, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2125.661, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1902.404, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=inf, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2187.778, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1888.406, Time=0.11 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1890.940, Time=0.02 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1891.979, Time=0.12 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1895.174, Time=0.05 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1893.458, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1892.810, Time=0.03 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=1889.634, Time=0.09 sec
ARIMA(2,0,1)(0,0,0)[0] : AIC=1892.246, Time=0.06 sec
Best model: ARIMA(2,0,1)(0,0,0)[0] intercept
Total fit time: 0.619 seconds
ARIMA(2,0,1)(0,0,0)[0] intercept
6908.305706606671
467
Now the model for Store 16 and Dept 17 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1757.950, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1819.502, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1764.842, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1789.708, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2071.113, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1759.343, Time=0.03 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1760.011, Time=0.02 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1773.303, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1758.206, Time=0.02 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1756.926, Time=0.07 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=1757.646, Time=0.15 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=1755.216, Time=0.18 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=1762.900, Time=0.04 sec
ARIMA(3,0,3)(0,0,0)[0] intercept : AIC=1753.605, Time=0.23 sec
ARIMA(3,0,3)(0,0,0)[0] : AIC=1754.134, Time=0.19 sec
Best model: ARIMA(3,0,3)(0,0,0)[0] intercept
Total fit time: 1.101 seconds
ARIMA(3,0,3)(0,0,0)[0] intercept
5139.08136076182
468
Now the model for Store 16 and Dept 19 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1450.444, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1515.864, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1449.503, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1470.292, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1664.907, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1450.882, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1449.632, Time=0.15 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1462.163, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.302 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
407.17559945859625
469
Now the model for Store 16 and Dept 2 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1890.063, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1938.292, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1890.619, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1908.612, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2304.223, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1890.935, Time=0.05 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1890.709, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1903.788, Time=0.02 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1888.930, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1890.831, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1892.800, Time=0.09 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.04 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.376 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
2742.982390253659
470
Now the model for Store 16 and Dept 20 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1573.120, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1617.609, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1576.095, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1594.418, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1913.979, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1571.676, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1569.647, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1571.724, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1573.528, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.04 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.315 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
732.4698993207297
471
Now the model for Store 16 and Dept 21 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1659.016, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1680.822, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1657.297, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1663.722, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1939.825, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1658.628, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1660.582, Time=0.03 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1686.285, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.155 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
653.3181768085655
472
Now the model for Store 16 and Dept 22 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1740.782, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1801.254, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1742.648, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1766.367, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2046.051, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1742.464, Time=0.03 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1742.104, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1752.858, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1742.058, Time=0.02 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1743.583, Time=0.05 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1743.874, Time=0.05 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.317 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
1673.214494062602
473
Now the model for Store 16 and Dept 23 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1889.159, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1930.082, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1887.791, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1903.978, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2161.312, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1888.985, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1891.021, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1908.110, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.136 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1479.2443452274656
474
Now the model for Store 16 and Dept 24 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1622.364, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1657.517, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1621.685, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1634.926, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1852.322, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1622.049, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1624.071, Time=0.03 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1643.496, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.143 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
541.210082110885
475
Now the model for Store 16 and Dept 25 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1744.068, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1752.792, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1742.770, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1745.728, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1997.089, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1743.571, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1745.548, Time=0.03 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1780.495, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.123 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
697.2826010696516
476
Now the model for Store 16 and Dept 26 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1534.206, Time=0.10 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1581.501, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1536.756, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1550.342, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1826.071, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1537.605, Time=0.05 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1537.025, Time=0.07 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1542.499, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1537.573, Time=0.02 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1537.566, Time=0.10 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1537.915, Time=0.05 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.527 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
726.7885977247138
477
Now the model for Store 16 and Dept 27 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1379.167, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1393.342, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1378.213, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1382.998, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1621.659, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1378.350, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1380.369, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1410.272, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.189 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
114.63346845489015
478
Now the model for Store 16 and Dept 28 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1234.570, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1323.604, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1233.668, Time=0.04 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1274.020, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1460.012, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1234.661, Time=0.04 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1236.629, Time=0.07 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1241.864, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.292 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
135.88058013853842
479
Now the model for Store 16 and Dept 29 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1519.887, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1541.009, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1519.829, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1527.303, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1787.084, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1518.733, Time=0.01 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1520.754, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1520.781, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1522.781, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1535.020, Time=0.03 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.242 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
404.04848611318465
480
Now the model for Store 16 and Dept 3 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1824.237, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1888.895, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1822.732, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1844.115, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2093.040, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1823.942, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1826.073, Time=0.07 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1837.596, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.178 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1871.8354495149167
481
Now the model for Store 16 and Dept 30 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1376.457, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1458.848, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1378.879, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1415.760, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1732.085, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1377.694, Time=0.08 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1376.866, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1402.172, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1375.812, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1377.615, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1379.537, Time=0.12 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.461 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
328.5978861162849
482
Now the model for Store 16 and Dept 31 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1513.783, Time=0.09 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1570.065, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1516.495, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1540.292, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1732.826, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1508.894, Time=0.12 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1511.962, Time=0.05 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1510.875, Time=0.19 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1511.487, Time=0.11 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1514.553, Time=0.14 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1512.804, Time=0.06 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=1512.875, Time=0.09 sec
ARIMA(2,0,1)(0,0,0)[0] : AIC=1516.453, Time=0.09 sec
Best model: ARIMA(2,0,1)(0,0,0)[0] intercept
Total fit time: 0.995 seconds
ARIMA(2,0,1)(0,0,0)[0] intercept
516.5712046604333
483
Now the model for Store 16 and Dept 32 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1802.161, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1830.096, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1800.210, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1807.598, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1997.290, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1802.128, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1804.157, Time=0.06 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1821.340, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.158 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
938.8743354586172
484
Now the model for Store 16 and Dept 33 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1590.186, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1611.414, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1588.463, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1595.882, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1837.048, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1589.483, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1589.578, Time=0.07 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1617.236, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.244 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
454.3405861375549
485
Now the model for Store 16 and Dept 34 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1625.795, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1701.732, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1624.354, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1657.528, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1987.466, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1625.849, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1627.688, Time=0.06 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1638.640, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.234 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1041.2643412311133
486
Now the model for Store 16 and Dept 35 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1384.353, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1429.541, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1384.597, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1400.988, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1627.480, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1383.256, Time=0.22 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1384.562, Time=0.02 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1384.490, Time=0.24 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1385.619, Time=0.07 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1382.933, Time=0.20 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1393.579, Time=0.08 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=1384.867, Time=0.22 sec
ARIMA(0,0,3)(0,0,0)[0] intercept : AIC=1393.636, Time=0.15 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=1380.748, Time=0.31 sec
ARIMA(3,0,3)(0,0,0)[0] intercept : AIC=inf, Time=0.31 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=1385.790, Time=0.29 sec
ARIMA(2,0,3)(0,0,0)[0] : AIC=1384.110, Time=0.19 sec
Best model: ARIMA(2,0,3)(0,0,0)[0] intercept
Total fit time: 2.446 seconds
ARIMA(2,0,3)(0,0,0)[0] intercept
468.23736997888517
487
Now the model for Store 16 and Dept 36 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1628.237, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1692.129, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1627.742, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1655.031, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1828.161, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1628.117, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1630.116, Time=0.05 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1640.146, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.196 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
697.5465398595153
488
Now the model for Store 16 and Dept 38 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2035.296, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2034.625, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2035.201, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2035.676, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2460.602, Time=0.01 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.086 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
6733.112418604654
489
Now the model for Store 16 and Dept 4 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1683.647, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1806.609, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1681.643, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1742.960, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2209.425, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1683.652, Time=0.04 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1685.262, Time=0.09 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=inf, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.265 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1633.888541545748
490
Now the model for Store 16 and Dept 40 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1867.167, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1980.053, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1865.624, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1912.871, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2363.726, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1866.929, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1868.980, Time=0.14 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.324 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
3713.002619637472
491
Now the model for Store 16 and Dept 41 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1601.203, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1650.789, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1599.454, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1617.149, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1793.989, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1601.161, Time=0.04 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1603.149, Time=0.05 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1614.967, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.246 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
572.8157825518068
492
Now the model for Store 16 and Dept 42 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1535.894, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1575.677, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1542.584, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1556.330, Time=0.08 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1924.286, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1534.543, Time=0.13 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1535.300, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1532.373, Time=0.09 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1530.511, Time=0.04 sec
ARIMA(3,0,0)(0,0,0)[0] : AIC=inf, Time=0.10 sec
Best model: ARIMA(3,0,0)(0,0,0)[0] intercept
Total fit time: 0.562 seconds
ARIMA(3,0,0)(0,0,0)[0] intercept
650.2837254586876
493
Now the model for Store 16 and Dept 44 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1638.002, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1684.145, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1636.806, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1655.942, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1947.978, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1636.424, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1633.469, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1634.457, Time=0.08 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1633.507, Time=0.08 sec
ARIMA(3,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(3,0,0)(0,0,0)[0] intercept
Total fit time: 0.374 seconds
ARIMA(3,0,0)(0,0,0)[0] intercept
568.5799747431919
494
Now the model for Store 16 and Dept 46 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1841.012, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1920.899, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1839.072, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1866.165, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2210.323, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1840.946, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1842.997, Time=0.06 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1851.827, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.238 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
3025.2468638023106
495
Now the model for Store 16 and Dept 5 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2087.605, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2109.132, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2087.574, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2095.783, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2233.469, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2087.488, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=2088.965, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2089.206, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2090.696, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=2100.702, Time=0.03 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.278 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
3977.274321844654
496
Now the model for Store 16 and Dept 52 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1484.698, Time=0.19 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1516.148, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1495.626, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1505.210, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1783.103, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1487.945, Time=0.05 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1489.734, Time=0.05 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1495.106, Time=0.14 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1486.091, Time=0.03 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1486.050, Time=0.10 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1488.560, Time=0.06 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.745 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
514.0968011863268
497
Now the model for Store 16 and Dept 55 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1960.629, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1990.274, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1963.132, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1976.128, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2113.994, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1956.121, Time=0.08 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1958.222, Time=0.02 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1957.885, Time=0.10 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1956.017, Time=0.05 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1963.159, Time=0.03 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=1955.641, Time=0.09 sec
ARIMA(3,0,3)(0,0,0)[0] intercept : AIC=1952.643, Time=0.13 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=1951.741, Time=0.08 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=1964.735, Time=0.05 sec
ARIMA(2,0,3)(0,0,0)[0] : AIC=1954.546, Time=0.12 sec
Best model: ARIMA(2,0,3)(0,0,0)[0] intercept
Total fit time: 0.859 seconds
ARIMA(2,0,3)(0,0,0)[0] intercept
5058.074874484521
498
Now the model for Store 16 and Dept 6 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1885.141, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1883.202, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1883.211, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1883.562, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2032.830, Time=0.01 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.084 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
1654.0961511627918
499
Now the model for Store 16 and Dept 67 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1710.937, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1739.143, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1712.404, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1708.083, Time=0.10 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1925.793, Time=0.01 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1709.721, Time=0.03 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1711.289, Time=0.04 sec
ARIMA(0,0,1)(0,0,0)[0] : AIC=1833.497, Time=0.07 sec
Best model: ARIMA(0,0,1)(0,0,0)[0] intercept
Total fit time: 0.311 seconds
ARIMA(0,0,1)(0,0,0)[0] intercept
822.8528071370757
500
Now the model for Store 16 and Dept 7 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2052.051, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2078.829, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2049.989, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2058.042, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2204.949, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2052.001, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2054.051, Time=0.05 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2070.354, Time=0.02 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.183 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
3625.368937259573
501
Now the model for Store 16 and Dept 71 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1564.736, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1566.000, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1563.578, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1564.767, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1830.412, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1563.204, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1565.141, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1565.164, Time=0.05 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1567.128, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1583.753, Time=0.03 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.300 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
414.2760888574343
502
Now the model for Store 16 and Dept 72 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2230.318, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2239.097, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2233.133, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2236.247, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2392.823, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2228.619, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2228.145, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=2228.343, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2229.503, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=2243.449, Time=0.03 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.267 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
6863.402184070927
503
Now the model for Store 16 and Dept 74 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1732.408, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1777.086, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1731.264, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1749.162, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2134.549, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1732.045, Time=0.04 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1733.879, Time=0.06 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1753.907, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.222 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1926.1706325617263
504
Now the model for Store 16 and Dept 79 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1590.152, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1640.649, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1591.466, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1615.817, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2016.944, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1584.165, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1586.581, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1585.628, Time=0.10 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1585.691, Time=0.07 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1588.156, Time=0.05 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1584.172, Time=0.06 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=1586.621, Time=0.31 sec
ARIMA(2,0,1)(0,0,0)[0] : AIC=1597.257, Time=0.10 sec
Best model: ARIMA(2,0,1)(0,0,0)[0] intercept
Total fit time: 0.898 seconds
ARIMA(2,0,1)(0,0,0)[0] intercept
815.8087464723637
505
Now the model for Store 16 and Dept 8 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1730.185, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1744.295, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1731.665, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1736.377, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2211.182, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1730.448, Time=0.06 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1730.537, Time=0.05 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1734.285, Time=0.09 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1729.372, Time=0.04 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1728.821, Time=0.05 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1730.833, Time=0.07 sec
ARIMA(3,0,0)(0,0,0)[0] : AIC=inf, Time=0.04 sec
Best model: ARIMA(3,0,0)(0,0,0)[0] intercept
Total fit time: 0.510 seconds
ARIMA(3,0,0)(0,0,0)[0] intercept
1527.5327769518583
506
Now the model for Store 16 and Dept 81 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1486.026, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1613.192, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1484.476, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1550.555, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1935.633, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1485.656, Time=0.04 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1487.459, Time=0.06 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=inf, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.246 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
420.80532339592196
507
Now the model for Store 16 and Dept 82 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1897.787, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1927.259, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1895.747, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1901.668, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2136.052, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1897.729, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1899.781, Time=0.05 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1919.036, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.205 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1485.9534047182258
508
Now the model for Store 16 and Dept 85 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1671.264, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1732.193, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1674.218, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1683.345, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1905.466, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1671.053, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1668.779, Time=0.04 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1670.249, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1672.275, Time=0.08 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1691.367, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.385 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
1027.6579840059978
509
Now the model for Store 16 and Dept 87 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1710.759, Time=0.18 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1800.970, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1722.699, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1765.235, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2095.009, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1708.525, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1705.692, Time=0.15 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1708.463, Time=0.09 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1707.415, Time=0.23 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.04 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.854 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
2480.322473997739
510
Now the model for Store 16 and Dept 9 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2228.771, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2281.940, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2232.029, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2259.457, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2381.699, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2225.593, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2224.899, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=2225.818, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2227.495, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=2230.089, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.259 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
14299.962624516276
511
Now the model for Store 16 and Dept 90 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1637.104, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1773.106, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1637.282, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1706.970, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2038.900, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1639.063, Time=0.06 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1639.137, Time=0.05 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1671.398, Time=0.09 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1637.041, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1639.062, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1640.970, Time=0.11 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.06 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.602 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
1002.8259479675506
512
Now the model for Store 16 and Dept 91 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1524.173, Time=0.08 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1775.971, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1530.698, Time=0.08 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=inf, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1862.061, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1526.088, Time=0.16 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1526.086, Time=0.23 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1608.297, Time=0.15 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1525.262, Time=0.04 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1527.162, Time=0.25 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1524.462, Time=0.06 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 1.120 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
1863.3815074539946
513
Now the model for Store 16 and Dept 92 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1836.668, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1962.374, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1841.176, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1901.764, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2261.853, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1837.067, Time=0.06 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1838.221, Time=0.05 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1866.540, Time=0.12 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1835.127, Time=0.04 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1837.065, Time=0.05 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1839.066, Time=0.14 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.07 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.664 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
2986.269697627208
514
Now the model for Store 16 and Dept 95 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1857.444, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1988.890, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1855.392, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1921.767, Time=0.09 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2320.767, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1857.391, Time=0.04 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1858.718, Time=0.12 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.351 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
5149.589174245797
515
Now the model for Store 16 and Dept 96 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1169.312, Time=0.10 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1220.100, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1167.797, Time=0.04 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1186.301, Time=0.08 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1294.238, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1169.294, Time=0.06 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1171.294, Time=0.09 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1177.740, Time=0.02 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.417 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
62.02492244570696
516
Now the model for Store 16 and Dept 97 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1414.990, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1524.558, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1413.361, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1466.451, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1795.197, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1414.888, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1414.790, Time=0.22 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.381 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
817.2765708661912
517
Now the model for Store 17 and Dept 1 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2122.480, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2152.202, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2125.583, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2120.466, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2312.365, Time=0.00 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=2121.489, Time=0.03 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2122.995, Time=0.05 sec
ARIMA(0,0,1)(0,0,0)[0] : AIC=2241.384, Time=0.02 sec
Best model: ARIMA(0,0,1)(0,0,0)[0] intercept
Total fit time: 0.193 seconds
ARIMA(0,0,1)(0,0,0)[0] intercept
5711.5528774545055
518
Now the model for Store 17 and Dept 10 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1809.433, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1846.389, Time=0.16 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1816.400, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1831.916, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2200.319, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1807.296, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1806.201, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1806.709, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1808.660, Time=0.08 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.484 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
1827.2197563340328
519
Now the model for Store 17 and Dept 11 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1939.843, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1945.386, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1938.113, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1940.337, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2207.745, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1939.255, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1941.259, Time=0.05 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1979.774, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.182 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
3101.1527308328687
520
Now the model for Store 17 and Dept 12 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1630.797, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1772.832, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1634.240, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1699.445, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2069.319, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1632.171, Time=0.09 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1630.533, Time=0.04 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1680.466, Time=0.08 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1630.426, Time=0.06 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=1628.453, Time=0.12 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1627.616, Time=0.05 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1625.628, Time=0.03 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1633.261, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] : AIC=inf, Time=0.01 sec
Best model: ARIMA(3,0,0)(0,0,0)[0] intercept
Total fit time: 0.635 seconds
ARIMA(3,0,0)(0,0,0)[0] intercept
2050.6196952597006
521
Now the model for Store 17 and Dept 13 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1987.028, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1994.701, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1985.069, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1987.786, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2308.767, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1986.607, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1988.476, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2024.759, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.158 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
3337.2451716627857
522
Now the model for Store 17 and Dept 14 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2023.442, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2032.288, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2023.736, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2027.712, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2213.320, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2021.625, Time=0.03 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2019.617, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=2021.602, Time=0.02 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2023.616, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=2034.744, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.211 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
3202.731753912541
523
Now the model for Store 17 and Dept 16 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1937.623, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2148.815, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1935.555, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2054.258, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2209.926, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1937.572, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1938.156, Time=0.13 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1934.979, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1936.981, Time=0.01 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1936.964, Time=0.04 sec
ARIMA(0,0,1)(0,0,0)[0] : AIC=inf, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] : AIC=1937.487, Time=0.11 sec
Best model: ARIMA(1,0,0)(0,0,0)[0]
Total fit time: 0.478 seconds
ARIMA(1,0,0)(0,0,0)[0]
12937.448169827028
524
Now the model for Store 17 and Dept 17 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1835.868, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1854.741, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1838.182, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1846.507, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2145.817, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1833.063, Time=0.03 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1831.041, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1833.021, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1835.042, Time=0.08 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.244 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
2107.0099608461555
525
Now the model for Store 17 and Dept 19 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1817.277, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1832.713, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1815.266, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1816.985, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1997.884, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1817.210, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1819.255, Time=0.05 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1842.810, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.152 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1657.5843156057251
526
Now the model for Store 17 and Dept 2 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2032.775, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2028.776, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2030.743, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2030.815, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2414.026, Time=0.00 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.062 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
3935.8381209302297
527
Now the model for Store 17 and Dept 20 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1826.155, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1826.362, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1824.192, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1824.239, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1985.030, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1826.055, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1828.113, Time=0.03 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1866.300, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.110 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1491.890165512233
528
Now the model for Store 17 and Dept 21 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1652.912, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1663.607, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1651.031, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1653.044, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1964.307, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1652.872, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1654.875, Time=0.03 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1688.322, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.174 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
708.7076911707791
529
Now the model for Store 17 and Dept 22 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1909.854, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1909.725, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1908.317, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1909.465, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2091.624, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1906.373, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1907.305, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1907.852, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1909.322, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1928.099, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.227 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
2441.82832903693
530
Now the model for Store 17 and Dept 23 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1935.411, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1942.759, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1935.009, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1937.140, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2199.104, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1935.673, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1936.816, Time=0.08 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1974.829, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.167 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1774.9579728388371
531
Now the model for Store 17 and Dept 24 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1768.262, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1796.681, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1767.631, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1778.844, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2005.972, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1767.899, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1769.843, Time=0.03 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1792.237, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.129 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1171.7754603509516
532
Now the model for Store 17 and Dept 25 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1741.028, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1740.102, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1740.595, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1741.332, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2008.138, Time=0.00 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.074 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
823.5316255813952
533
Now the model for Store 17 and Dept 26 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1776.481, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1790.170, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1776.756, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1780.157, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2085.945, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1777.667, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1777.935, Time=0.04 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1780.433, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1777.039, Time=0.03 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1776.790, Time=0.09 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1781.088, Time=0.05 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.403 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
1257.3781610682527
534
Now the model for Store 17 and Dept 27 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1516.905, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1554.081, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1517.903, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1529.116, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1745.393, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1518.471, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1518.331, Time=0.06 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1523.545, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1516.785, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1518.268, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1520.265, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1526.230, Time=0.03 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.362 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
251.21701855539936
535
Now the model for Store 17 and Dept 28 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1431.485, Time=0.10 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1510.800, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1440.333, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1474.510, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1740.451, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1433.212, Time=0.03 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1434.077, Time=0.07 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1451.696, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1431.394, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1433.100, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1435.108, Time=0.08 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1438.526, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.511 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
414.062624743715
536
Now the model for Store 17 and Dept 29 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1654.090, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1674.217, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1654.770, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1662.635, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1886.102, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1654.249, Time=0.03 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1654.864, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1655.959, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1652.257, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1654.247, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1656.249, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1666.023, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.325 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
647.8312945131097
537
Now the model for Store 17 and Dept 3 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2085.988, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2131.592, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2086.344, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2107.397, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2278.730, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2087.011, Time=0.03 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2086.264, Time=0.02 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=2100.707, Time=0.03 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2084.963, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=2086.977, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2089.007, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=2094.838, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.271 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
7859.835333434862
538
Now the model for Store 17 and Dept 30 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1481.261, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1540.462, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1480.970, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1501.270, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1833.333, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1481.634, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1483.060, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1497.982, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.158 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
454.32811024870193
539
Now the model for Store 17 and Dept 31 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1630.481, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1666.188, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1632.090, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1647.159, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1834.203, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1629.077, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1627.269, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1628.743, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1630.678, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1638.049, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.259 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
659.2512660159523
540
Now the model for Store 17 and Dept 32 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1839.188, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1854.798, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1837.261, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1841.239, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2034.878, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1838.920, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1840.841, Time=0.03 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1866.614, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.120 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
831.9806040713257
541
Now the model for Store 17 and Dept 33 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1758.303, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1778.936, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1757.316, Time=0.04 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1765.388, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2008.871, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1757.494, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1759.444, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1785.976, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.161 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1253.2223966197357
542
Now the model for Store 17 and Dept 34 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1754.748, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1787.303, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1755.315, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1766.535, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2093.125, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1762.376, Time=0.03 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1761.756, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1761.831, Time=0.02 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1754.965, Time=0.05 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1757.834, Time=0.16 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1763.642, Time=0.05 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.456 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
3904.0152931590883
543
Now the model for Store 17 and Dept 35 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1523.659, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1536.302, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1525.397, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1529.478, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1773.756, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1523.979, Time=0.11 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1523.406, Time=0.09 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1526.424, Time=0.05 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=inf, Time=0.14 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=1525.001, Time=0.09 sec
ARIMA(0,0,3)(0,0,0)[0] intercept : AIC=1526.540, Time=0.07 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=inf, Time=0.21 sec
ARIMA(1,0,2)(0,0,0)[0] : AIC=1530.481, Time=0.13 sec
Best model: ARIMA(1,0,2)(0,0,0)[0] intercept
Total fit time: 1.050 seconds
ARIMA(1,0,2)(0,0,0)[0] intercept
332.7087457545068
544
Now the model for Store 17 and Dept 36 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1724.848, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1797.867, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1722.906, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1752.054, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1877.918, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1724.809, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1726.848, Time=0.03 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1729.449, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.158 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
907.9917551218106
545
Now the model for Store 17 and Dept 38 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2075.545, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2073.284, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2075.221, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2075.534, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2526.959, Time=0.00 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.068 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
14103.908827906964
546
Now the model for Store 17 and Dept 4 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1952.051, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1954.633, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1949.989, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1950.889, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2298.621, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1951.922, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1953.885, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1996.692, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.169 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
3308.816228744839
547
Now the model for Store 17 and Dept 40 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1946.676, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1950.907, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1944.893, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1946.706, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2434.387, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1946.176, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1948.202, Time=0.06 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=inf, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.171 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
4524.150900055619
548
Now the model for Store 17 and Dept 42 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1565.612, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1622.961, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1568.767, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1587.031, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1944.244, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1566.356, Time=0.19 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1563.106, Time=0.09 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1582.245, Time=0.06 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=inf, Time=0.18 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=1554.133, Time=0.04 sec
ARIMA(0,0,3)(0,0,0)[0] intercept : AIC=1579.576, Time=0.07 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=inf, Time=0.18 sec
ARIMA(1,0,3)(0,0,0)[0] : AIC=1558.794, Time=0.09 sec
Best model: ARIMA(1,0,3)(0,0,0)[0] intercept
Total fit time: 0.982 seconds
ARIMA(1,0,3)(0,0,0)[0] intercept
684.5219368110238
549
Now the model for Store 17 and Dept 44 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1731.319, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1791.730, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1729.503, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1752.812, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2083.182, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1731.340, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1733.303, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1746.267, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.166 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1028.2553690047428
550
Now the model for Store 17 and Dept 46 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1901.910, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1910.145, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1900.502, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1903.976, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2315.980, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1900.224, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1901.447, Time=0.04 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1902.028, Time=0.05 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1903.378, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.289 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
2658.1080465233968
551
Now the model for Store 17 and Dept 5 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2216.281, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2232.720, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2218.985, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2225.328, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2367.125, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2215.655, Time=0.03 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2214.324, Time=0.01 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=2215.224, Time=0.02 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2217.053, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=2227.508, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.206 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
7346.4679380971575
552
Now the model for Store 17 and Dept 52 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1596.398, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1615.265, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1597.063, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1603.342, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1935.726, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1597.478, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1597.919, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1600.527, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1595.856, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1596.955, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1598.825, Time=0.10 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1614.775, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.425 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
656.70427696123
553
Now the model for Store 17 and Dept 55 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2005.273, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2037.185, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2011.993, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2026.246, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2184.071, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1998.182, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1996.468, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1998.289, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1999.605, Time=0.09 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=2003.887, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.248 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
5293.183712034394
554
Now the model for Store 17 and Dept 59 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1360.162, Time=0.08 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1430.317, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1361.214, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1390.111, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1620.750, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1362.261, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1362.375, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1372.724, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1360.293, Time=0.08 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1364.157, Time=0.14 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1367.309, Time=0.02 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.537 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
336.65543122610796
555
Now the model for Store 17 and Dept 6 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1947.844, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1944.853, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1945.840, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1945.993, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2073.915, Time=0.00 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.057 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
2265.792267441862
556
Now the model for Store 17 and Dept 60 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1275.909, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1286.622, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1274.860, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1274.415, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1479.585, Time=0.00 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1275.410, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1278.224, Time=0.06 sec
ARIMA(0,0,1)(0,0,0)[0] : AIC=1398.334, Time=0.03 sec
Best model: ARIMA(0,0,1)(0,0,0)[0] intercept
Total fit time: 0.223 seconds
ARIMA(0,0,1)(0,0,0)[0] intercept
100.82124532407437
557
Now the model for Store 17 and Dept 67 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1848.214, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1876.424, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1851.847, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1842.121, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2087.125, Time=0.00 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1843.770, Time=0.02 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1845.280, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(0,0,1)(0,0,0)[0] intercept
Total fit time: 0.147 seconds
ARIMA(0,0,1)(0,0,0)[0] intercept
1738.8791068029032
558
Now the model for Store 17 and Dept 7 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2131.930, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2161.669, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2130.481, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2141.049, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2298.126, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2131.809, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2133.774, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2150.493, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.128 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
5254.779451915767
559
Now the model for Store 17 and Dept 71 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1693.784, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1710.911, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1693.464, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1691.329, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1929.240, Time=0.00 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1693.662, Time=0.02 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1695.026, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] : AIC=1837.894, Time=0.03 sec
Best model: ARIMA(0,0,1)(0,0,0)[0] intercept
Total fit time: 0.172 seconds
ARIMA(0,0,1)(0,0,0)[0] intercept
875.937911937915
560
Now the model for Store 17 and Dept 72 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2300.750, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2297.285, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2298.908, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2299.033, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2478.979, Time=0.00 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.062 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
9773.067032558143
561
Now the model for Store 17 and Dept 74 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2014.635, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2028.482, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2012.630, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2015.751, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2224.269, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2014.584, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2016.612, Time=0.03 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2043.684, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.124 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
3954.752950387315
562
Now the model for Store 17 and Dept 79 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1781.994, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1809.654, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1785.609, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1798.820, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2326.524, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1774.813, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1774.454, Time=0.04 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1775.190, Time=0.05 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1776.727, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.275 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
1971.3824675211515
563
Now the model for Store 17 and Dept 8 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1723.389, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1725.636, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1723.728, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1724.693, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2266.796, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1722.731, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1722.121, Time=0.01 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1720.024, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1721.915, Time=0.09 sec
ARIMA(3,0,0)(0,0,0)[0] : AIC=inf, Time=0.04 sec
Best model: ARIMA(3,0,0)(0,0,0)[0] intercept
Total fit time: 0.317 seconds
ARIMA(3,0,0)(0,0,0)[0] intercept
978.872465187693
564
Now the model for Store 17 and Dept 80 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1298.184, Time=0.10 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1365.299, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1302.809, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1332.163, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1618.683, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1300.076, Time=0.09 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1300.003, Time=0.14 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1314.159, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1298.197, Time=0.04 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1301.556, Time=0.10 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1305.425, Time=0.05 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.641 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
166.57676588607447
565
Now the model for Store 17 and Dept 81 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1810.913, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1837.252, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1811.768, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1822.683, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2168.601, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1812.048, Time=0.03 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1812.426, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1817.269, Time=0.02 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1810.142, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1811.858, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1813.880, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.290 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
3146.4900612710303
566
Now the model for Store 17 and Dept 82 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1985.760, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2010.829, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1985.018, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1993.916, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2242.366, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1984.342, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1986.062, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1986.251, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1988.066, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1997.010, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.238 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
2542.2630863509276
567
Now the model for Store 17 and Dept 83 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1266.078, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1296.717, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1264.168, Time=0.05 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1274.127, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1529.302, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1266.194, Time=0.06 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1268.034, Time=0.08 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1280.048, Time=0.02 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.325 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
90.0645630894327
568
Now the model for Store 17 and Dept 85 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1708.153, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1754.138, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1710.572, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1710.612, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1978.724, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1708.538, Time=0.06 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1710.453, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1708.653, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1706.468, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1708.410, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1710.430, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1732.852, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.380 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
931.8155217303031
569
Now the model for Store 17 and Dept 87 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1759.142, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1840.750, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1780.598, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1818.015, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2147.333, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1743.018, Time=0.03 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1743.573, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1744.577, Time=0.05 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1742.807, Time=0.06 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1748.483, Time=0.04 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=1743.685, Time=0.12 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=1745.710, Time=0.09 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=1751.927, Time=0.05 sec
ARIMA(3,0,3)(0,0,0)[0] intercept : AIC=1735.249, Time=0.18 sec
ARIMA(3,0,3)(0,0,0)[0] : AIC=1737.315, Time=0.20 sec
Best model: ARIMA(3,0,3)(0,0,0)[0] intercept
Total fit time: 0.922 seconds
ARIMA(3,0,3)(0,0,0)[0] intercept
3885.83118899071
570
Now the model for Store 17 and Dept 9 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2026.659, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2145.782, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2026.925, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2100.042, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2337.324, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2028.382, Time=0.05 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2028.420, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=2057.801, Time=0.08 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2026.898, Time=0.02 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=2029.748, Time=0.08 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=2029.394, Time=0.02 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.348 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
8984.779373717789
571
Now the model for Store 17 and Dept 90 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1960.099, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1986.378, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1962.672, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1973.888, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2344.890, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1960.349, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1960.832, Time=0.02 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1968.367, Time=0.02 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1958.624, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1960.126, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1962.115, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.281 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
7735.533084828265
572
Now the model for Store 17 and Dept 91 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1763.938, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1793.182, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1764.059, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1773.712, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2152.901, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1765.588, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1765.347, Time=0.04 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1768.894, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1764.079, Time=0.05 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1766.133, Time=0.15 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1771.481, Time=0.05 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.500 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
3015.4041612630845
573
Now the model for Store 17 and Dept 92 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2129.371, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2136.272, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2128.750, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2131.472, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2450.624, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2128.925, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2130.653, Time=0.05 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2170.052, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.145 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
13507.126496371815
574
Now the model for Store 17 and Dept 93 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1627.230, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1638.167, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1625.262, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1628.873, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1916.746, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1627.071, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1628.976, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1659.496, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.152 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1001.4355895805464
575
Now the model for Store 17 and Dept 95 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1989.614, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2033.059, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1995.148, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2014.327, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2444.229, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1988.892, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1987.539, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1988.185, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1990.185, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.273 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
9229.825964481233
576
Now the model for Store 17 and Dept 97 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1700.592, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1734.846, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1703.882, Time=0.04 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1716.874, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2070.208, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1701.343, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1701.624, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1706.823, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1699.881, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1701.035, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1702.901, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.01 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.365 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
1691.6864483228574
577
Now the model for Store 18 and Dept 1 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2159.972, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2200.272, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2165.762, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2161.129, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2328.868, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2159.858, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2157.817, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=2159.778, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2161.788, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=2185.749, Time=0.01 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.235 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
8915.296200300238
578
Now the model for Store 18 and Dept 10 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1840.937, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1849.594, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1838.955, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1839.400, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2241.116, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1840.859, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1842.882, Time=0.05 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1878.314, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.175 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
2302.0617701166093
579
Now the model for Store 18 and Dept 11 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2149.403, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2185.617, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2147.963, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2157.020, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2319.070, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2149.228, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2151.335, Time=0.05 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2165.798, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.137 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
8039.271788764653
580
Now the model for Store 18 and Dept 12 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1567.905, Time=0.11 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1652.300, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1579.540, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1613.336, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1952.986, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1570.812, Time=0.03 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1570.243, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1601.184, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1571.904, Time=0.02 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1571.189, Time=0.10 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1571.319, Time=0.02 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.452 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
388.06999437093157
581
Now the model for Store 18 and Dept 13 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1947.043, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1959.340, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1953.575, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1956.930, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2421.222, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1940.158, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1941.675, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1939.830, Time=0.06 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1937.987, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(3,0,0)(0,0,0)[0] intercept
Total fit time: 0.277 seconds
ARIMA(3,0,0)(0,0,0)[0] intercept
3159.18745032941
582
Now the model for Store 18 and Dept 14 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2046.712, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2059.691, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2046.770, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2051.962, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2306.351, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2047.754, Time=0.03 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2049.873, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=2049.290, Time=0.02 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2045.975, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=2047.545, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2049.360, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=2065.796, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.290 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
4904.128674029181
583
Now the model for Store 18 and Dept 16 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2025.751, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2186.127, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2024.142, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2106.822, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2273.570, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2025.867, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2027.139, Time=0.08 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2025.273, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.213 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
8799.079645463305
584
Now the model for Store 18 and Dept 17 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1903.830, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1920.323, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1907.329, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1913.772, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2230.974, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1899.637, Time=0.03 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1897.920, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1899.398, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1901.398, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.01 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.219 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
3888.4591815749213
585
Now the model for Store 18 and Dept 19 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1562.769, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1585.332, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1565.509, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1574.150, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1896.088, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1561.163, Time=0.03 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1559.157, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1561.138, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1563.153, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.01 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.253 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
929.1446788350878
586
Now the model for Store 18 and Dept 2 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2080.706, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2095.503, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2082.140, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2088.567, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2504.599, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2078.485, Time=0.03 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2076.439, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=2078.456, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2080.484, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.273 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
6058.635362785922
587
Now the model for Store 18 and Dept 20 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1757.572, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1798.783, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1764.078, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1779.524, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2107.719, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1757.864, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1759.126, Time=0.04 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1770.872, Time=0.09 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1758.163, Time=0.03 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1755.305, Time=0.10 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=1757.260, Time=0.12 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=1756.524, Time=0.10 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=1758.600, Time=0.05 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1757.948, Time=0.06 sec
ARIMA(3,0,3)(0,0,0)[0] intercept : AIC=1753.702, Time=0.12 sec
ARIMA(3,0,3)(0,0,0)[0] : AIC=1757.788, Time=0.20 sec
Best model: ARIMA(3,0,3)(0,0,0)[0] intercept
Total fit time: 1.045 seconds
ARIMA(3,0,3)(0,0,0)[0] intercept
1224.1103951538737
588
Now the model for Store 18 and Dept 21 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1715.410, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1746.026, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1713.742, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1726.187, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2012.530, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1715.004, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1716.408, Time=0.06 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1739.271, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.158 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1214.7405920278309
589
Now the model for Store 18 and Dept 22 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1914.230, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1920.630, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1913.294, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1916.174, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2227.427, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1912.338, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1914.357, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1914.323, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1916.321, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.238 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
2320.47561372842
590
Now the model for Store 18 and Dept 23 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2136.294, Time=0.09 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2155.619, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2134.273, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2140.994, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2397.664, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2135.809, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2136.643, Time=0.03 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2164.231, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.212 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
4917.34362364882
591
Now the model for Store 18 and Dept 24 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1898.435, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1910.381, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1897.006, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1901.967, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2127.315, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1897.127, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1898.769, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1930.768, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.125 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
2357.756395825863
592
Now the model for Store 18 and Dept 25 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1882.016, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1894.658, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1880.064, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1883.183, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2235.858, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1881.956, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1883.972, Time=0.05 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1915.234, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.150 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
2153.4027575108876
593
Now the model for Store 18 and Dept 26 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1876.206, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1892.436, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1876.442, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1880.898, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2157.217, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1877.558, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1878.230, Time=0.04 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1880.290, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1876.497, Time=0.02 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=inf, Time=0.18 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1882.907, Time=0.03 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.457 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
2642.7186032159484
594
Now the model for Store 18 and Dept 27 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1610.609, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1660.461, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1613.228, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1633.935, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1885.973, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1610.904, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1611.924, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1619.928, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1608.899, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1610.877, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1612.894, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1618.415, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.386 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
613.156852362167
595
Now the model for Store 18 and Dept 28 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1416.347, Time=0.09 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1528.959, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1421.581, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1476.979, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1732.633, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1417.274, Time=0.03 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1416.631, Time=0.12 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1455.202, Time=0.12 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1415.284, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1417.262, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1419.220, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.04 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.626 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
356.02039414366715
596
Now the model for Store 18 and Dept 29 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1838.425, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1846.804, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1837.681, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1841.617, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2136.588, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1834.032, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1834.938, Time=0.04 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1835.263, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1836.931, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.234 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
1167.5777772738575
597
Now the model for Store 18 and Dept 3 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2095.546, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2181.472, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2093.910, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2136.763, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2276.590, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2095.280, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2097.469, Time=0.06 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2100.761, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.147 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
8816.39041060488
598
Now the model for Store 18 and Dept 30 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1659.790, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1740.262, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1670.651, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1704.248, Time=0.18 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2039.766, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1660.500, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1660.356, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1690.666, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1661.343, Time=0.02 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=inf, Time=0.19 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1662.052, Time=0.03 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.603 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
808.1672901639789
599
Now the model for Store 18 and Dept 31 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1763.564, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1811.056, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1762.760, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1775.404, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1963.046, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1762.872, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1765.090, Time=0.06 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1778.522, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.174 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1512.7255377677795
600
Now the model for Store 18 and Dept 32 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1967.614, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1979.334, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1965.700, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1968.426, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2149.584, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1967.526, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1969.497, Time=0.05 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1997.259, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.175 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
3113.7016309844357
601
Now the model for Store 18 and Dept 33 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1879.278, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1893.066, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1877.423, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1881.515, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2124.767, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1879.128, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1881.141, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1909.953, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.132 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
2265.4947112730188
602
Now the model for Store 18 and Dept 34 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1947.534, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1998.338, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1953.189, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1977.483, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2281.048, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1948.395, Time=0.03 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1948.476, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1960.648, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1947.434, Time=0.05 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1948.373, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1949.894, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1958.447, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.356 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
3315.0145289036914
603
Now the model for Store 18 and Dept 35 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1652.084, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1686.792, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1655.683, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1666.797, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1940.853, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1653.078, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1653.257, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1663.010, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1653.262, Time=0.03 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=inf, Time=0.19 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1656.296, Time=0.04 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.472 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
1048.4720304384268
604
Now the model for Store 18 and Dept 36 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1650.597, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1718.338, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1648.650, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1675.130, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1858.288, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1650.531, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1653.270, Time=0.05 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1659.728, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.160 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1160.1696545140653
605
Now the model for Store 18 and Dept 38 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2087.773, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2084.025, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2086.042, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2086.254, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2509.215, Time=0.00 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.069 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
5657.559720930239
606
Now the model for Store 18 and Dept 4 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1838.609, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1843.588, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1840.964, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1843.015, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2325.880, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1831.118, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1829.770, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1830.966, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1832.831, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.271 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
1736.9917569156735
607
Now the model for Store 18 and Dept 40 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2009.320, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2029.518, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2018.553, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2024.551, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2495.772, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1998.115, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2000.952, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1996.262, Time=0.05 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1994.502, Time=0.05 sec
ARIMA(3,0,0)(0,0,0)[0] : AIC=inf, Time=0.04 sec
Best model: ARIMA(3,0,0)(0,0,0)[0] intercept
Total fit time: 0.291 seconds
ARIMA(3,0,0)(0,0,0)[0] intercept
4007.5677962841387
608
Now the model for Store 18 and Dept 41 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1468.013, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1511.424, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1468.970, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1485.015, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1644.403, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1469.105, Time=0.03 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1468.789, Time=0.15 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1477.956, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1467.220, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1468.725, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1470.696, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1476.011, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.421 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
246.50591709908642
609
Now the model for Store 18 and Dept 42 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1629.165, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1645.789, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1632.630, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1640.070, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2051.169, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1617.665, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1615.913, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1617.780, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1619.304, Time=0.08 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.302 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
578.4341353862968
610
Now the model for Store 18 and Dept 44 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1687.709, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1714.505, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1687.907, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1700.281, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2006.569, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1686.844, Time=0.03 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1685.361, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1686.545, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1688.552, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1701.250, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.212 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
962.1769322605462
611
Now the model for Store 18 and Dept 46 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1994.076, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2031.116, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1992.010, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2003.948, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2327.652, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1994.003, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1995.940, Time=0.09 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2015.998, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.186 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
3680.723956812653
612
Now the model for Store 18 and Dept 49 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1864.006, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1886.480, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1865.063, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1873.095, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2152.195, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1863.907, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1862.200, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1861.448, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1863.114, Time=0.05 sec
ARIMA(3,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(3,0,0)(0,0,0)[0] intercept
Total fit time: 0.242 seconds
ARIMA(3,0,0)(0,0,0)[0] intercept
1759.386239152331
613
Now the model for Store 18 and Dept 5 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2203.665, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2233.000, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2204.899, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2216.849, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2349.873, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2205.072, Time=0.03 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2206.334, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=2212.041, Time=0.02 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2203.822, Time=0.02 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=2205.640, Time=0.09 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=2209.053, Time=0.03 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.276 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
9484.6215611512
614
Now the model for Store 18 and Dept 52 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1621.879, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1627.924, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1622.486, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1625.361, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1907.553, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1620.078, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1618.147, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1619.988, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1621.991, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1638.202, Time=0.01 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.218 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
935.991330083882
615
Now the model for Store 18 and Dept 55 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2034.065, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2081.072, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2038.829, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2060.379, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2194.446, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2028.994, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2030.927, Time=0.02 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2030.539, Time=0.09 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=2029.035, Time=0.06 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2036.729, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=2032.863, Time=0.03 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=2029.525, Time=0.09 sec
ARIMA(2,0,1)(0,0,0)[0] : AIC=2037.481, Time=0.03 sec
Best model: ARIMA(2,0,1)(0,0,0)[0] intercept
Total fit time: 0.468 seconds
ARIMA(2,0,1)(0,0,0)[0] intercept
4969.465512411413
616
Now the model for Store 18 and Dept 56 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1824.795, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2049.190, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1828.936, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1949.433, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2090.485, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1811.259, Time=0.15 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1821.741, Time=0.02 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1810.916, Time=0.13 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1816.142, Time=0.03 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=1809.367, Time=0.12 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1807.779, Time=0.13 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1824.131, Time=0.09 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=1805.688, Time=0.08 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=1804.750, Time=0.06 sec
ARIMA(0,0,3)(0,0,0)[0] intercept : AIC=1872.013, Time=0.14 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1900.281, Time=0.09 sec
ARIMA(1,0,3)(0,0,0)[0] : AIC=1803.943, Time=0.05 sec
ARIMA(0,0,3)(0,0,0)[0] : AIC=1893.040, Time=0.09 sec
ARIMA(1,0,2)(0,0,0)[0] : AIC=1823.327, Time=0.06 sec
ARIMA(2,0,3)(0,0,0)[0] : AIC=1805.556, Time=0.09 sec
ARIMA(0,0,2)(0,0,0)[0] : AIC=1924.946, Time=0.06 sec
ARIMA(2,0,2)(0,0,0)[0] : AIC=1810.654, Time=0.05 sec
Best model: ARIMA(1,0,3)(0,0,0)[0]
Total fit time: 1.562 seconds
ARIMA(1,0,3)(0,0,0)[0]
5540.616820589892
617
Now the model for Store 18 and Dept 58 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1804.287, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1834.896, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1813.327, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1823.117, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1972.129, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1802.579, Time=0.02 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1803.858, Time=0.02 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1802.910, Time=0.04 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1800.930, Time=0.06 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1802.132, Time=0.02 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=inf, Time=0.17 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=inf, Time=0.21 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=1802.585, Time=0.04 sec
ARIMA(3,0,3)(0,0,0)[0] intercept : AIC=inf, Time=0.28 sec
ARIMA(2,0,2)(0,0,0)[0] : AIC=inf, Time=0.08 sec
Best model: ARIMA(2,0,2)(0,0,0)[0] intercept
Total fit time: 1.032 seconds
ARIMA(2,0,2)(0,0,0)[0] intercept
1527.6889373609793
618
Now the model for Store 18 and Dept 59 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1834.566, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1900.022, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1835.106, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1851.995, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1914.018, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1835.462, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1835.361, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1838.009, Time=0.02 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1833.559, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1834.911, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1836.904, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1835.700, Time=0.01 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.289 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
1225.662669069914
619
Now the model for Store 18 and Dept 6 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1978.185, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1976.105, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1976.306, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1976.666, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2082.979, Time=0.00 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.066 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
2802.646434883722
620
Now the model for Store 18 and Dept 67 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1895.015, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1930.550, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1895.178, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1897.641, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2114.253, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1895.733, Time=0.11 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1896.763, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1894.607, Time=0.05 sec
ARIMA(0,0,3)(0,0,0)[0] intercept : AIC=1896.828, Time=0.03 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=1898.088, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] : AIC=1982.029, Time=0.05 sec
Best model: ARIMA(0,0,2)(0,0,0)[0] intercept
Total fit time: 0.418 seconds
ARIMA(0,0,2)(0,0,0)[0] intercept
2687.183072193545
621
Now the model for Store 18 and Dept 7 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2328.653, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2367.349, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2327.752, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2343.646, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2446.365, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2328.094, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2330.114, Time=0.02 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2340.310, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.113 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
11955.703280911597
622
Now the model for Store 18 and Dept 71 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1820.414, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1839.646, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1820.665, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1828.918, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2084.265, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1818.928, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1816.970, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1819.186, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1820.879, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1831.455, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.240 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
1773.4583308238098
623
Now the model for Store 18 and Dept 72 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2425.042, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2423.949, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2423.761, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2424.326, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2546.078, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2424.144, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2425.894, Time=0.03 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2465.351, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.112 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
22345.196571689165
624
Now the model for Store 18 and Dept 74 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1956.334, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1967.449, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1957.309, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1962.266, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2294.288, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1954.709, Time=0.03 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1952.660, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1954.679, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1956.709, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.247 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
2309.308154026115
625
Now the model for Store 18 and Dept 79 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1867.255, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1881.798, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1872.357, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1878.059, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2293.188, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1853.420, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1852.294, Time=0.04 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1852.735, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1854.636, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.251 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
2260.148360186861
626
Now the model for Store 18 and Dept 8 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1912.588, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1918.678, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1913.694, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1916.387, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2368.889, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1909.216, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1907.420, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1908.909, Time=0.05 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1910.907, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.270 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
3886.787431546522
627
Now the model for Store 18 and Dept 81 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1712.593, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1774.589, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1715.579, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1743.999, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2155.264, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1713.018, Time=0.03 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1714.048, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1723.952, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1711.024, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1712.987, Time=0.05 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1714.981, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.391 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
2550.2089888368087
628
Now the model for Store 18 and Dept 82 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2043.914, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2069.257, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2041.840, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2049.022, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2243.666, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2043.845, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2045.855, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2065.945, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.122 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
3058.6053423337717
629
Now the model for Store 18 and Dept 85 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1608.825, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1660.671, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1614.671, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1613.128, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1805.524, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1607.255, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1604.934, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1606.518, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1608.531, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1631.858, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.329 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
399.25046434940924
630
Now the model for Store 18 and Dept 87 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1871.860, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1882.334, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1872.266, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1875.820, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2247.441, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1872.909, Time=0.05 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1872.649, Time=0.04 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1875.758, Time=0.02 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1871.768, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1871.344, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1873.206, Time=0.05 sec
ARIMA(3,0,0)(0,0,0)[0] : AIC=inf, Time=0.04 sec
Best model: ARIMA(3,0,0)(0,0,0)[0] intercept
Total fit time: 0.325 seconds
ARIMA(3,0,0)(0,0,0)[0] intercept
1943.903626663751
631
Now the model for Store 18 and Dept 9 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1994.330, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2084.572, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2002.948, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2040.294, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2276.817, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1995.256, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1995.310, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=2027.902, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1996.260, Time=0.02 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1996.455, Time=0.08 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1995.643, Time=0.03 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.372 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
4671.988659467813
632
Now the model for Store 18 and Dept 90 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1858.029, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1999.620, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1857.289, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1934.460, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2225.171, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1857.341, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1855.361, Time=0.05 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1856.084, Time=0.06 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=inf, Time=0.12 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1857.602, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1855.029, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(3,0,0)(0,0,0)[0] intercept
Total fit time: 0.417 seconds
ARIMA(3,0,0)(0,0,0)[0] intercept
8962.915108375153
633
Now the model for Store 18 and Dept 91 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1892.572, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2038.852, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1890.991, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1964.097, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2152.203, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1892.500, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1894.497, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1894.897, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.168 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
13472.50686478443
634
Now the model for Store 18 and Dept 92 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2035.564, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2142.165, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2053.924, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2111.116, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2428.262, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2031.457, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2030.601, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=2032.369, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2033.411, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.238 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
13482.070137600886
635
Now the model for Store 18 and Dept 95 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2093.948, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2129.311, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2094.394, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2109.630, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2480.618, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2095.598, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2094.174, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=2098.357, Time=0.08 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2094.388, Time=0.02 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=inf, Time=0.17 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=2098.661, Time=0.04 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.435 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
3656.937371362241
636
Now the model for Store 19 and Dept 1 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2170.336, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2205.358, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2174.730, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2169.588, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2321.264, Time=0.00 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=2169.834, Time=0.02 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2170.889, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] : AIC=2251.521, Time=0.01 sec
Best model: ARIMA(0,0,1)(0,0,0)[0] intercept
Total fit time: 0.131 seconds
ARIMA(0,0,1)(0,0,0)[0] intercept
7048.628842011532
637
Now the model for Store 19 and Dept 10 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1942.379, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1991.909, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1941.679, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1956.419, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2334.308, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1941.849, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1944.117, Time=0.10 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1962.319, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.193 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
2849.185804721435
638
Now the model for Store 19 and Dept 11 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2164.963, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2168.246, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2162.962, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2164.124, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2315.395, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2164.846, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2166.905, Time=0.03 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2199.727, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.117 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
8012.466366579914
639
Now the model for Store 19 and Dept 12 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1658.628, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1779.232, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1658.488, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1708.054, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2046.497, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1659.851, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=inf, Time=0.15 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1665.327, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.262 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
841.3415701780315
640
Now the model for Store 19 and Dept 13 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1859.574, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1922.767, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1862.796, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1891.027, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2376.413, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1860.819, Time=0.05 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1861.135, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1882.227, Time=0.02 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1858.912, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1860.826, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1862.802, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.342 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
2090.459417910533
641
Now the model for Store 19 and Dept 14 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2095.693, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2122.095, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2095.793, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2105.632, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2280.971, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2097.247, Time=0.03 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2099.262, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=2099.256, Time=0.02 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2095.422, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=2097.150, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2099.015, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=2107.367, Time=0.01 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.239 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
3878.640609654149
642
Now the model for Store 19 and Dept 16 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2150.358, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2313.831, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2148.304, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2252.679, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2389.599, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2150.316, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2150.119, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2149.032, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.140 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
18396.330321285594
643
Now the model for Store 19 and Dept 17 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1945.168, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1968.352, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1943.117, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1949.450, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2248.604, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1945.120, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1947.167, Time=0.03 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1972.424, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.145 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
3057.1060472825206
644
Now the model for Store 19 and Dept 2 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2042.818, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2047.356, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2040.764, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2041.985, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2457.714, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2042.643, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2044.667, Time=0.06 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2086.339, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.161 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
3728.8116042969314
645
Now the model for Store 19 and Dept 20 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1732.746, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1748.390, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1730.663, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1733.891, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2056.875, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1732.668, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1734.674, Time=0.05 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1764.156, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.178 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
993.8128775280412
646
Now the model for Store 19 and Dept 21 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1754.183, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1773.921, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1752.153, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1756.884, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2069.990, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1754.119, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1756.174, Time=0.07 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1783.651, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.168 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
831.4450981976335
647
Now the model for Store 19 and Dept 22 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1899.067, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1916.207, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1897.873, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1903.443, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2182.477, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1899.037, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1900.885, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1930.650, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.128 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
2070.518095513206
648
Now the model for Store 19 and Dept 23 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2123.695, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2139.052, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2121.656, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2125.866, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2351.598, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2123.578, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2125.579, Time=0.03 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2152.896, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.124 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
4392.098947986843
649
Now the model for Store 19 and Dept 24 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1832.643, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1858.398, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1830.569, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1838.217, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2042.911, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1832.583, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1834.640, Time=0.03 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1854.741, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.121 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1479.8121019009527
650
Now the model for Store 19 and Dept 25 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1855.261, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1895.974, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1853.163, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1869.039, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2192.095, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1855.149, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1855.157, Time=0.07 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1875.392, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.168 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
2341.521082983731
651
Now the model for Store 19 and Dept 26 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1804.760, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1829.519, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1804.652, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1814.197, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2090.980, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1803.406, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1805.337, Time=0.04 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1805.410, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1807.352, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1819.671, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.256 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
1291.5786280200227
652
Now the model for Store 19 and Dept 27 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1670.294, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1720.902, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1669.635, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1687.518, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1875.275, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1670.177, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1672.200, Time=0.03 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1685.694, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.200 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
583.5793710206252
653
Now the model for Store 19 and Dept 28 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1379.365, Time=0.08 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1468.889, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1379.609, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1416.997, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1668.833, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1381.407, Time=0.06 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1381.527, Time=0.06 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1405.671, Time=0.10 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1379.734, Time=0.03 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1382.887, Time=0.20 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1386.245, Time=0.04 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.671 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
288.2212726018201
654
Now the model for Store 19 and Dept 29 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1816.266, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1828.908, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1814.589, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1818.820, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2036.990, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1815.739, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1817.700, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1847.820, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.137 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
700.7681097623993
655
Now the model for Store 19 and Dept 3 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2058.225, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2201.154, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2075.066, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=inf, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2296.872, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2055.737, Time=0.03 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2053.695, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=2055.679, Time=0.02 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2057.713, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=2064.543, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.258 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
10308.036851936027
656
Now the model for Store 19 and Dept 30 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1585.467, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1717.454, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1591.608, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1660.489, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1990.804, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1587.320, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1586.977, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1628.397, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1586.123, Time=0.02 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1588.523, Time=0.07 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1587.874, Time=0.03 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.341 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
682.4616046189411
657
Now the model for Store 19 and Dept 31 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1711.865, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1752.408, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1709.990, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1720.014, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1921.459, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1711.739, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1713.814, Time=0.06 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1728.890, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.166 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1065.6643167184404
658
Now the model for Store 19 and Dept 32 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1974.567, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1982.241, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1972.631, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1973.716, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2116.636, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1974.535, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1976.543, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2004.128, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.136 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1932.3623912222588
659
Now the model for Store 19 and Dept 33 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1828.227, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1846.666, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1826.289, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1832.466, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2053.295, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1828.113, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1830.087, Time=0.05 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1855.293, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.140 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1514.1020478943478
660
Now the model for Store 19 and Dept 34 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1909.976, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1937.140, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1909.438, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1920.073, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2242.746, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1910.212, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1911.662, Time=0.03 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1937.276, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.146 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
3234.26852200069
661
Now the model for Store 19 and Dept 35 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1627.598, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1663.491, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1629.440, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1641.527, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1915.488, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1628.599, Time=0.03 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1628.900, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1637.422, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1627.295, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1627.019, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1629.026, Time=0.05 sec
ARIMA(3,0,0)(0,0,0)[0] : AIC=1636.081, Time=0.03 sec
Best model: ARIMA(3,0,0)(0,0,0)[0] intercept
Total fit time: 0.367 seconds
ARIMA(3,0,0)(0,0,0)[0] intercept
1065.444154246471
662
Now the model for Store 19 and Dept 36 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1664.377, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1703.818, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1662.559, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1675.890, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1839.543, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1664.234, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1666.265, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1679.692, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.173 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
981.2188607153917
663
Now the model for Store 19 and Dept 37 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1449.873, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1500.733, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1447.999, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1462.663, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1873.586, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1449.939, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1451.673, Time=0.07 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=inf, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.215 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
296.27646084305604
664
Now the model for Store 19 and Dept 38 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2074.205, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2071.291, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2072.471, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2072.289, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2544.587, Time=0.00 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.094 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
7869.101200000012
665
Now the model for Store 19 and Dept 4 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1849.854, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1877.538, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1850.363, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1862.113, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2358.797, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1851.017, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1851.137, Time=0.04 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1855.281, Time=0.02 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1849.074, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1850.941, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1852.919, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.323 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
2212.9545514262845
666
Now the model for Store 19 and Dept 40 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1914.041, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1919.692, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1912.221, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1913.355, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2466.353, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1914.090, Time=0.04 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1915.963, Time=0.10 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=inf, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.234 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1920.9785184159582
667
Now the model for Store 19 and Dept 41 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1785.875, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1832.351, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1785.738, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1804.181, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1928.253, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1785.873, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1787.598, Time=0.03 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1798.451, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.111 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1076.130870055353
668
Now the model for Store 19 and Dept 42 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1597.635, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1645.768, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1604.126, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1621.786, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2037.847, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1597.272, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1597.347, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1594.820, Time=0.07 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1593.050, Time=0.04 sec
ARIMA(3,0,0)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(3,0,0)(0,0,0)[0] intercept
Total fit time: 0.311 seconds
ARIMA(3,0,0)(0,0,0)[0] intercept
854.8230405018483
669
Now the model for Store 19 and Dept 44 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1710.013, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1735.820, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1709.791, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1718.517, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2021.261, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1708.993, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1711.015, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1711.041, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1713.041, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.242 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
866.0313417026763
670
Now the model for Store 19 and Dept 46 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1939.412, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1955.237, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1938.053, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1937.891, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2276.095, Time=0.01 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1939.537, Time=0.02 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1941.370, Time=0.04 sec
ARIMA(0,0,1)(0,0,0)[0] : AIC=2168.658, Time=0.04 sec
Best model: ARIMA(0,0,1)(0,0,0)[0] intercept
Total fit time: 0.239 seconds
ARIMA(0,0,1)(0,0,0)[0] intercept
1353.8875932541505
671
Now the model for Store 19 and Dept 49 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1737.913, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1737.626, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1737.562, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1738.258, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2008.127, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1735.735, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1733.620, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1735.545, Time=0.04 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1736.593, Time=0.05 sec
ARIMA(3,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(3,0,0)(0,0,0)[0] intercept
Total fit time: 0.247 seconds
ARIMA(3,0,0)(0,0,0)[0] intercept
983.9123785277234
672
Now the model for Store 19 and Dept 5 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2234.737, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2265.956, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2237.535, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2250.719, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2392.706, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2235.590, Time=0.02 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2236.833, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=2244.479, Time=0.03 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2234.245, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=2235.304, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2237.069, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=2245.288, Time=0.01 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.245 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
12625.478269041389
673
Now the model for Store 19 and Dept 52 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1519.728, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1524.085, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1520.049, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1521.704, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1781.849, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1519.808, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1521.871, Time=0.04 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1521.562, Time=0.09 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1518.709, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1518.648, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1520.158, Time=0.04 sec
ARIMA(3,0,0)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(3,0,0)(0,0,0)[0] intercept
Total fit time: 0.370 seconds
ARIMA(3,0,0)(0,0,0)[0] intercept
285.42169289995155
674
Now the model for Store 19 and Dept 55 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2112.258, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2157.898, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2118.183, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2139.526, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2263.647, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2110.613, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2108.638, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=2110.600, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2112.600, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=2114.756, Time=0.01 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.221 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
10037.350832080241
675
Now the model for Store 19 and Dept 56 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1924.710, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2037.605, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1929.396, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1995.681, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2094.341, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1925.580, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1923.392, Time=0.04 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1986.339, Time=0.02 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1919.968, Time=0.04 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=1918.245, Time=0.07 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1926.457, Time=0.04 sec
ARIMA(3,0,3)(0,0,0)[0] intercept : AIC=1919.037, Time=0.11 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=1917.780, Time=0.06 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=1916.153, Time=0.04 sec
ARIMA(0,0,3)(0,0,0)[0] intercept : AIC=1950.493, Time=0.12 sec
ARIMA(1,0,3)(0,0,0)[0] : AIC=1917.665, Time=0.04 sec
Best model: ARIMA(1,0,3)(0,0,0)[0] intercept
Total fit time: 0.712 seconds
ARIMA(1,0,3)(0,0,0)[0] intercept
3875.492460584942
676
Now the model for Store 19 and Dept 58 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1715.975, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1713.583, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1714.441, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1714.598, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1895.258, Time=0.00 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.101 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
1664.485348837209
677
Now the model for Store 19 and Dept 59 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1573.849, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1650.719, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1573.494, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1592.128, Time=0.08 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1718.350, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1573.838, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1575.910, Time=0.05 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1580.024, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.235 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
750.5694752191771
678
Now the model for Store 19 and Dept 6 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1975.251, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1973.878, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1973.218, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1973.449, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2087.329, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1975.232, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1977.203, Time=0.03 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2012.728, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.118 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
2696.583160704291
679
Now the model for Store 19 and Dept 60 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1312.336, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1337.687, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1311.626, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1315.011, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1559.006, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1311.316, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1311.222, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1313.187, Time=0.05 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1313.783, Time=0.05 sec
ARIMA(3,0,0)(0,0,0)[0] : AIC=1338.878, Time=0.02 sec
Best model: ARIMA(3,0,0)(0,0,0)[0] intercept
Total fit time: 0.296 seconds
ARIMA(3,0,0)(0,0,0)[0] intercept
94.9229087310183
680
Now the model for Store 19 and Dept 67 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1988.349, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2017.756, Time=0.14 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1993.627, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1986.038, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2209.586, Time=0.00 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1986.862, Time=0.02 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1988.793, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] : AIC=2114.651, Time=0.03 sec
Best model: ARIMA(0,0,1)(0,0,0)[0] intercept
Total fit time: 0.277 seconds
ARIMA(0,0,1)(0,0,0)[0] intercept
3310.433634415768
681
Now the model for Store 19 and Dept 7 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2277.559, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2317.527, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2276.765, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2293.459, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2425.852, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2277.174, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2279.212, Time=0.03 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2291.932, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.116 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
9967.818860057396
682
Now the model for Store 19 and Dept 71 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1789.701, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1813.862, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1787.996, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1792.901, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2050.768, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1789.702, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1791.679, Time=0.03 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1814.982, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.153 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1691.6141633475117
683
Now the model for Store 19 and Dept 72 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2418.453, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2426.625, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2419.479, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2422.539, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2564.033, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2418.645, Time=0.03 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2420.060, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=2422.025, Time=0.02 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2417.561, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=2417.778, Time=0.02 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2419.350, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=2435.012, Time=0.01 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.242 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
20757.7391707822
684
Now the model for Store 19 and Dept 74 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1934.754, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1956.186, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1933.390, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1941.225, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2259.668, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1934.535, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1936.544, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1964.357, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.131 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
2820.876703739966
685
Now the model for Store 19 and Dept 79 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1783.021, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1795.617, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1785.023, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1790.524, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2289.590, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1775.956, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1773.861, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1775.851, Time=0.05 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1777.562, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.282 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
2649.524521617411
686
Now the model for Store 19 and Dept 8 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1911.524, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1913.072, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1909.612, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1910.854, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2419.098, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1910.514, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1912.289, Time=0.05 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=inf, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.151 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1505.1059159759175
687
Now the model for Store 19 and Dept 80 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1764.153, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1765.923, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1762.154, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1762.851, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2286.600, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1764.116, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1766.131, Time=0.03 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=inf, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.134 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1070.7544673701777
688
Now the model for Store 19 and Dept 81 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1745.250, Time=0.08 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1749.694, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1743.799, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1745.779, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2284.051, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1744.847, Time=0.04 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1746.840, Time=0.06 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=inf, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.241 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
961.0961573417194
689
Now the model for Store 19 and Dept 82 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2183.468, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2214.135, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2181.621, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2190.212, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2334.340, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2183.340, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2185.390, Time=0.03 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2199.774, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.123 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
3846.1516067440944
690
Now the model for Store 19 and Dept 83 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1681.614, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1701.204, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1679.609, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1683.239, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1970.731, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1681.619, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1683.604, Time=0.03 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1708.902, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.196 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
755.6217717887378
691
Now the model for Store 19 and Dept 85 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1760.640, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1806.996, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1760.454, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1768.313, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2013.865, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1759.254, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1759.549, Time=0.05 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1761.789, Time=0.08 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1761.529, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1781.138, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.324 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
1183.9743645899428
692
Now the model for Store 19 and Dept 87 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1828.515, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1837.312, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1827.856, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1832.123, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2228.264, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1824.578, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1825.662, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1825.826, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1827.573, Time=0.11 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.01 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.282 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
2685.4520265738324
693
Now the model for Store 19 and Dept 9 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2085.507, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2144.294, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2087.705, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2115.163, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2358.777, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2086.349, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2086.813, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=2102.360, Time=0.02 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2084.671, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=2085.491, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2087.461, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=2092.534, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.299 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
10444.21705118756
694
Now the model for Store 19 and Dept 90 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2031.586, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2035.076, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2031.106, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2033.183, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2513.549, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2027.828, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=2029.832, Time=0.04 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2029.855, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2031.851, Time=0.13 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.319 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
5059.092957201822
695
Now the model for Store 19 and Dept 91 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1987.255, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1996.911, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1985.112, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1988.155, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2473.060, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1987.268, Time=0.04 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1989.102, Time=0.07 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=inf, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.190 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
5567.919607542883
696
Now the model for Store 19 and Dept 92 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2151.394, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2156.624, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2150.063, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2152.629, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2614.951, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2149.920, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=2151.679, Time=0.04 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2151.764, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2153.534, Time=0.09 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.288 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
7921.8627491799325
697
Now the model for Store 19 and Dept 93 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1943.636, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1941.431, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1942.259, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1941.731, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2391.023, Time=0.00 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.064 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
2739.6270418604654
698
Now the model for Store 19 and Dept 94 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1948.898, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2004.746, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1961.533, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1984.391, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2397.004, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1948.173, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1952.173, Time=0.02 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1946.144, Time=0.05 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1946.623, Time=0.03 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=1943.964, Time=0.10 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=inf, Time=0.19 sec
ARIMA(3,0,3)(0,0,0)[0] intercept : AIC=1946.929, Time=0.20 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=1945.123, Time=0.10 sec
ARIMA(3,0,2)(0,0,0)[0] : AIC=1943.953, Time=0.13 sec
ARIMA(2,0,2)(0,0,0)[0] : AIC=inf, Time=0.15 sec
ARIMA(3,0,1)(0,0,0)[0] : AIC=1948.040, Time=0.07 sec
ARIMA(3,0,3)(0,0,0)[0] : AIC=inf, Time=0.23 sec
ARIMA(2,0,1)(0,0,0)[0] : AIC=1948.009, Time=0.03 sec
ARIMA(2,0,3)(0,0,0)[0] : AIC=1943.972, Time=0.12 sec
Best model: ARIMA(3,0,2)(0,0,0)[0]
Total fit time: 1.540 seconds
ARIMA(3,0,2)(0,0,0)[0]
3749.5609265420626
699
Now the model for Store 19 and Dept 95 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2099.137, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2119.799, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2098.121, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2105.075, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2586.814, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2099.392, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2100.867, Time=0.05 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=inf, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.131 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
6812.361493489578
700
Now the model for Store 19 and Dept 96 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1871.807, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1928.854, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1870.096, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1887.242, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2225.153, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1871.982, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1873.076, Time=0.06 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1888.200, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.178 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
3774.4796401112803
701
Now the model for Store 19 and Dept 97 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1846.541, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1876.596, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1844.491, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1851.489, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2274.887, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1846.504, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1848.384, Time=0.08 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=inf, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.197 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1942.3424123528698
702
Now the model for Store 19 and Dept 98 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1781.770, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1779.189, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1779.688, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1780.066, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2186.710, Time=0.00 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.076 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
1561.899660465119
703
Now the model for Store 2 and Dept 1 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2169.018, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2210.700, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2178.713, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2167.735, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2377.139, Time=0.00 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=2167.449, Time=0.02 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2169.022, Time=0.03 sec
ARIMA(0,0,3)(0,0,0)[0] intercept : AIC=2169.196, Time=0.03 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=2172.015, Time=0.04 sec
ARIMA(0,0,2)(0,0,0)[0] : AIC=2289.988, Time=0.02 sec
Best model: ARIMA(0,0,2)(0,0,0)[0] intercept
Total fit time: 0.205 seconds
ARIMA(0,0,2)(0,0,0)[0] intercept
7484.11105442365
704
Now the model for Store 2 and Dept 10 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1932.201, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1940.867, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1933.199, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1936.820, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2400.801, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1931.472, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1929.726, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1931.181, Time=0.06 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1933.168, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.01 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.274 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
2854.6325806022014
705
Now the model for Store 2 and Dept 11 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1984.721, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2040.115, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1984.837, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2006.502, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2308.602, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1986.210, Time=0.03 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1986.323, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=2002.589, Time=0.02 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1984.205, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1986.183, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1988.199, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1996.525, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.308 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
3824.6717747016673
706
Now the model for Store 2 and Dept 12 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1631.511, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1709.035, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1642.074, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1679.971, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2077.131, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1625.305, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1623.970, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1625.526, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1627.215, Time=0.08 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.307 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
878.191974446137
707
Now the model for Store 2 and Dept 13 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1864.034, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1912.001, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1876.868, Time=0.06 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1896.776, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2434.193, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1857.937, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1857.123, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1857.997, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1859.709, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.04 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.329 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
1435.846587329004
708
Now the model for Store 2 and Dept 14 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2112.441, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2135.914, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2112.254, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2120.793, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2304.768, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2112.787, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2114.142, Time=0.03 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2138.011, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.119 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
3091.27019632964
709
Now the model for Store 2 and Dept 16 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2064.046, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2249.832, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2066.127, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2197.044, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2359.623, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2065.381, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2065.471, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=2179.586, Time=0.03 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2063.347, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=2065.359, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2067.351, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=2063.309, Time=0.02 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2067.078, Time=0.01 sec
ARIMA(3,0,0)(0,0,0)[0] : AIC=2065.297, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] : AIC=2065.340, Time=0.03 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=2063.783, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] : AIC=2067.317, Time=0.03 sec
Best model: ARIMA(2,0,0)(0,0,0)[0]
Total fit time: 0.449 seconds
ARIMA(2,0,0)(0,0,0)[0]
25077.157033000633
710
Now the model for Store 2 and Dept 17 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1892.914, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1924.582, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1892.238, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1904.489, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2199.017, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1892.125, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1894.149, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1894.087, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1896.081, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.251 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
1538.8289763150422
711
Now the model for Store 2 and Dept 19 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1584.659, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1639.429, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1585.317, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1608.171, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1961.394, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1586.169, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1586.347, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1594.941, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1584.196, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1586.193, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1588.167, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.344 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
660.5346314898461
712
Now the model for Store 2 and Dept 2 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2005.708, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2004.851, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2003.714, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2004.317, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2505.433, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2004.929, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2006.705, Time=0.06 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=inf, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.169 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
2781.843819279309
713
Now the model for Store 2 and Dept 20 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1679.481, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1707.139, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1684.701, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1694.664, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2019.693, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1678.184, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1677.173, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1677.778, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1679.497, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.01 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.251 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
835.0988835962445
714
Now the model for Store 2 and Dept 21 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1753.112, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1785.512, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1751.116, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1759.522, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2140.707, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1753.099, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1755.112, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1776.190, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.168 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1916.3948550236735
715
Now the model for Store 2 and Dept 22 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1938.722, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1978.840, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1941.187, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1956.748, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2193.072, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1939.589, Time=0.03 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1940.932, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1950.156, Time=0.02 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1937.958, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1939.285, Time=0.02 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1941.205, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1948.942, Time=0.01 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.311 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
2595.546376233313
716
Now the model for Store 2 and Dept 23 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2120.326, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2145.907, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2119.387, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2129.875, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2360.076, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2118.681, Time=0.01 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=2119.157, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2119.424, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2121.159, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=2132.832, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.223 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
5220.447681676208
717
Now the model for Store 2 and Dept 24 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1946.847, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1985.543, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1944.877, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1962.746, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2129.838, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1946.488, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1943.687, Time=0.05 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1938.180, Time=0.05 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1936.194, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] : AIC=1958.764, Time=0.02 sec
Best model: ARIMA(3,0,0)(0,0,0)[0] intercept
Total fit time: 0.236 seconds
ARIMA(3,0,0)(0,0,0)[0] intercept
2960.1404168946983
718
Now the model for Store 2 and Dept 25 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1908.213, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1918.339, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1906.844, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1911.073, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2224.157, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1906.920, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1908.618, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1945.051, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.140 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
2186.022699493941
719
Now the model for Store 2 and Dept 26 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1854.958, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1889.019, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1857.453, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1872.864, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2133.808, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1848.563, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1848.867, Time=0.02 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1850.499, Time=0.07 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1849.641, Time=0.07 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1853.265, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1849.700, Time=0.03 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=1850.746, Time=0.09 sec
ARIMA(2,0,1)(0,0,0)[0] : AIC=1861.634, Time=0.04 sec
Best model: ARIMA(2,0,1)(0,0,0)[0] intercept
Total fit time: 0.498 seconds
ARIMA(2,0,1)(0,0,0)[0] intercept
2046.9088206814106
720
Now the model for Store 2 and Dept 27 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1607.572, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1693.108, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1605.563, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1638.451, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1830.271, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1607.552, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1609.559, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1614.966, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.182 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
566.0729401816283
721
Now the model for Store 2 and Dept 28 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1331.763, Time=0.09 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1462.192, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1331.541, Time=0.05 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1395.062, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1655.324, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1332.206, Time=0.08 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1333.141, Time=0.15 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1337.367, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.452 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
310.49081438080714
722
Now the model for Store 2 and Dept 29 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1820.142, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1868.151, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1818.359, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1836.628, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2081.184, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1819.817, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1820.052, Time=0.05 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1836.594, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.192 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1482.0947877691326
723
Now the model for Store 2 and Dept 3 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2036.934, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2175.009, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2055.345, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2084.273, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2279.495, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2038.639, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2038.595, Time=0.02 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=2083.955, Time=0.03 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2039.247, Time=0.02 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=2039.294, Time=0.07 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=2044.276, Time=0.02 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.292 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
7652.876636416305
724
Now the model for Store 2 and Dept 30 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1611.531, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1693.007, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1612.538, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1653.173, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2001.970, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1611.109, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1610.243, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1612.069, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=inf, Time=0.19 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.454 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
739.860700619974
725
Now the model for Store 2 and Dept 31 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1763.677, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1819.009, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1763.265, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1773.525, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1970.673, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1763.027, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1764.598, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1765.116, Time=0.05 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1766.587, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1779.827, Time=0.01 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.286 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
1224.579626761401
726
Now the model for Store 2 and Dept 32 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2051.753, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2062.785, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2049.752, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2051.315, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2198.679, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2051.686, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2053.743, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2078.993, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.136 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
3189.2663238638547
727
Now the model for Store 2 and Dept 33 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1902.590, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1942.522, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1900.942, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1921.133, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2105.198, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1900.939, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1883.575, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1885.406, Time=0.07 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1894.209, Time=0.07 sec
ARIMA(3,0,0)(0,0,0)[0] : AIC=1908.202, Time=0.02 sec
Best model: ARIMA(3,0,0)(0,0,0)[0] intercept
Total fit time: 0.262 seconds
ARIMA(3,0,0)(0,0,0)[0] intercept
2251.1465850262816
728
Now the model for Store 2 and Dept 34 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1884.909, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1925.391, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1885.851, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1905.038, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2246.529, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1876.863, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1880.632, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1878.408, Time=0.07 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1878.390, Time=0.07 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1882.398, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1877.940, Time=0.03 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=1879.094, Time=0.18 sec
ARIMA(2,0,1)(0,0,0)[0] : AIC=1891.051, Time=0.07 sec
Best model: ARIMA(2,0,1)(0,0,0)[0] intercept
Total fit time: 0.630 seconds
ARIMA(2,0,1)(0,0,0)[0] intercept
2270.639091584715
729
Now the model for Store 2 and Dept 35 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1601.351, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1629.843, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1601.387, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1610.888, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1945.891, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1602.779, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1602.819, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1605.044, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1600.934, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1602.640, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1604.598, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.369 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
989.616768909423
730
Now the model for Store 2 and Dept 36 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1711.107, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1832.029, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1709.597, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1770.574, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1915.990, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1710.776, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1711.672, Time=0.05 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1713.019, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.170 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1589.4470272821236
731
Now the model for Store 2 and Dept 37 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1539.442, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1564.177, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1543.526, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1553.163, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1969.266, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1536.070, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1534.149, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1535.952, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1537.903, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.276 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
409.92152002644224
732
Now the model for Store 2 and Dept 38 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2175.668, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2190.903, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2174.816, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2179.831, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2566.185, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2175.557, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2177.302, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2210.178, Time=0.00 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.138 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
12330.66223081274
733
Now the model for Store 2 and Dept 4 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1938.565, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1944.661, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1937.302, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1939.464, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2432.364, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1938.455, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1940.244, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=inf, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.140 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1824.9677723722111
734
Now the model for Store 2 and Dept 40 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1969.638, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2022.603, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1979.148, Time=0.04 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2001.557, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2538.516, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1964.006, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1962.971, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1962.787, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1964.660, Time=0.06 sec
ARIMA(3,0,0)(0,0,0)[0] : AIC=inf, Time=0.04 sec
Best model: ARIMA(3,0,0)(0,0,0)[0] intercept
Total fit time: 0.333 seconds
ARIMA(3,0,0)(0,0,0)[0] intercept
2931.9136338904987
735
Now the model for Store 2 and Dept 41 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1772.900, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1800.521, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1770.900, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1776.725, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1908.873, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1772.853, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1774.892, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1789.264, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.175 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
785.824026382246
736
Now the model for Store 2 and Dept 42 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1653.238, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1654.339, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1652.907, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1653.752, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2099.945, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1652.538, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1651.016, Time=0.02 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1652.899, Time=0.08 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1653.538, Time=0.07 sec
ARIMA(3,0,0)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(3,0,0)(0,0,0)[0] intercept
Total fit time: 0.327 seconds
ARIMA(3,0,0)(0,0,0)[0] intercept
634.4432593055553
737
Now the model for Store 2 and Dept 44 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1705.368, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1775.713, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1703.814, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1733.261, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2070.937, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1705.183, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1707.179, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1719.371, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.163 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1304.3452370849993
738
Now the model for Store 2 and Dept 46 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2044.451, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2089.125, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2043.029, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2053.446, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2354.841, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2044.202, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2046.317, Time=0.05 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2062.388, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.137 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
3025.5009949984915
739
Now the model for Store 2 and Dept 49 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1866.909, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1884.614, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1869.549, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1877.061, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2214.857, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1864.726, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1862.721, Time=0.05 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1864.720, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1866.724, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.273 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
2675.7971864844876
740
Now the model for Store 2 and Dept 5 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2247.384, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2274.829, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2248.917, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2260.835, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2398.681, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2247.853, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2250.127, Time=0.02 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=2252.493, Time=0.02 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2245.841, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=2247.851, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2249.848, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=2256.869, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.255 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
10077.891685237246
741
Now the model for Store 2 and Dept 52 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1646.867, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1676.663, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1648.663, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1660.178, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1965.480, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1646.789, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1644.855, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1646.789, Time=0.08 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1648.789, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.314 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
738.8446749965067
742
Now the model for Store 2 and Dept 55 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2081.416, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2121.117, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2082.413, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2100.165, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2239.685, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2082.628, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2084.679, Time=0.02 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=2082.879, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2080.613, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=2082.606, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2081.455, Time=0.09 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=2089.370, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.337 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
7004.934026521198
743
Now the model for Store 2 and Dept 56 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1867.129, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2013.530, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1866.818, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1966.102, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2079.238, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1866.155, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1863.295, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1864.774, Time=0.05 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1863.576, Time=0.05 sec
ARIMA(3,0,0)(0,0,0)[0] : AIC=1864.566, Time=0.03 sec
Best model: ARIMA(3,0,0)(0,0,0)[0] intercept
Total fit time: 0.249 seconds
ARIMA(3,0,0)(0,0,0)[0] intercept
4321.547409619326
744
Now the model for Store 2 and Dept 58 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2035.587, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2051.680, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2037.079, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2042.182, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2294.532, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2036.438, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2036.549, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=2041.263, Time=0.02 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2035.990, Time=0.02 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=2035.854, Time=0.09 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=2036.933, Time=0.04 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.312 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
4531.344703952089
745
Now the model for Store 2 and Dept 59 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1832.670, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1920.010, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1840.966, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1854.542, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1942.105, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1834.839, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1834.797, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1836.796, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1834.579, Time=0.02 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1836.460, Time=0.05 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1835.595, Time=0.02 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.309 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
1420.7450127050638
746
Now the model for Store 2 and Dept 6 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1994.321, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2002.405, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1992.281, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1994.204, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2113.574, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1994.286, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1996.297, Time=0.03 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2020.624, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.119 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
2877.7483073447193
747
Now the model for Store 2 and Dept 67 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1975.913, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2011.763, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1983.870, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1971.007, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2187.444, Time=0.00 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1973.249, Time=0.03 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1974.866, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] : AIC=2089.933, Time=0.04 sec
Best model: ARIMA(0,0,1)(0,0,0)[0] intercept
Total fit time: 0.220 seconds
ARIMA(0,0,1)(0,0,0)[0] intercept
4005.823821008029
748
Now the model for Store 2 and Dept 7 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2359.048, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2403.603, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2358.111, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2377.534, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2482.230, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2358.425, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2358.702, Time=0.06 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2369.506, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.163 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
12356.64192491847
749
Now the model for Store 2 and Dept 71 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1731.063, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1740.500, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1730.011, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1732.554, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1977.471, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1730.624, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1732.370, Time=0.03 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1765.193, Time=0.03 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.181 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1003.0137463110087
750
Now the model for Store 2 and Dept 72 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2396.673, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2403.598, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2398.251, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2400.777, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2555.972, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2395.652, Time=0.03 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2394.921, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=2394.567, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2395.978, Time=0.05 sec
ARIMA(3,0,0)(0,0,0)[0] : AIC=2405.379, Time=0.03 sec
Best model: ARIMA(3,0,0)(0,0,0)[0] intercept
Total fit time: 0.235 seconds
ARIMA(3,0,0)(0,0,0)[0] intercept
18196.248986915187
751
Now the model for Store 2 and Dept 74 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1891.601, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1895.628, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1889.909, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1891.260, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2237.897, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1891.411, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1893.356, Time=0.05 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1932.686, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.153 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1719.4864975987412
752
Now the model for Store 2 and Dept 79 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1961.131, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1956.975, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1959.092, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1958.066, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2368.630, Time=0.00 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.128 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
3966.7718953488397
753
Now the model for Store 2 and Dept 8 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1937.146, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1956.919, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1938.655, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1946.543, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2480.616, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1934.634, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1932.666, Time=0.04 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1934.371, Time=0.05 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1936.194, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.325 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
2472.5699845501376
754
Now the model for Store 2 and Dept 80 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1786.321, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1788.885, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1785.803, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1784.303, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2319.992, Time=0.00 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1786.393, Time=0.02 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1788.055, Time=0.06 sec
ARIMA(0,0,1)(0,0,0)[0] : AIC=inf, Time=0.04 sec
Best model: ARIMA(0,0,1)(0,0,0)[0] intercept
Total fit time: 0.238 seconds
ARIMA(0,0,1)(0,0,0)[0] intercept
1077.555943955014
755
Now the model for Store 2 and Dept 81 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1815.942, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1819.432, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1815.494, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1816.979, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2353.169, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1815.901, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1816.947, Time=0.05 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=inf, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.158 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1430.217026597887
756
Now the model for Store 2 and Dept 82 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2154.674, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2189.892, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2152.718, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2160.788, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2336.615, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2154.584, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2156.639, Time=0.03 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2171.505, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.119 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
2558.48721319297
757
Now the model for Store 2 and Dept 83 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1642.224, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1669.191, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1638.380, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1645.942, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2013.664, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1640.655, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1642.199, Time=0.11 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1666.062, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.252 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
719.8290388983621
758
Now the model for Store 2 and Dept 85 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1667.490, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1702.839, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1665.508, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1674.329, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1951.849, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1667.504, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1669.674, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1689.033, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.205 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1093.5070589986747
759
Now the model for Store 2 and Dept 87 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1981.811, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1991.571, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1981.004, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1984.597, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2312.265, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1980.422, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1981.277, Time=0.04 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1982.172, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1983.147, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.252 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
3411.4085302002663
760
Now the model for Store 2 and Dept 9 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2113.145, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2121.886, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2111.141, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2112.629, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2382.037, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2113.160, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2115.141, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2148.607, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.141 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
6102.308656583119
761
Now the model for Store 2 and Dept 90 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2122.430, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2126.367, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2121.520, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2123.146, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2582.662, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2121.993, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2123.638, Time=0.05 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=inf, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.152 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
4173.559062289379
762
Now the model for Store 2 and Dept 91 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2020.720, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2016.012, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2017.646, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2017.597, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2544.665, Time=0.00 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.073 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
4038.958409302318
763
Now the model for Store 2 and Dept 92 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2272.543, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2288.159, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2272.949, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2278.277, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2687.405, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2273.838, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2275.072, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=2276.716, Time=0.02 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2273.057, Time=0.02 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=2271.307, Time=0.15 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=2259.292, Time=0.17 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2272.757, Time=0.07 sec
ARIMA(3,0,3)(0,0,0)[0] intercept : AIC=2256.545, Time=0.18 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=2261.231, Time=0.15 sec
ARIMA(3,0,3)(0,0,0)[0] : AIC=2262.716, Time=0.21 sec
Best model: ARIMA(3,0,3)(0,0,0)[0] intercept
Total fit time: 1.111 seconds
ARIMA(3,0,3)(0,0,0)[0] intercept
9642.596257028681
764
Now the model for Store 2 and Dept 93 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2090.162, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2091.698, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2088.725, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2088.127, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2514.035, Time=0.00 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=2090.342, Time=0.02 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2092.119, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] : AIC=2448.691, Time=0.01 sec
Best model: ARIMA(0,0,1)(0,0,0)[0] intercept
Total fit time: 0.143 seconds
ARIMA(0,0,1)(0,0,0)[0] intercept
8068.311719245686
765
Now the model for Store 2 and Dept 94 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2065.212, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2070.059, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2065.214, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2067.040, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2515.257, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2065.379, Time=0.09 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2063.896, Time=0.05 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=2067.170, Time=0.02 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=2057.035, Time=0.19 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=2060.219, Time=0.15 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=2060.701, Time=0.14 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=2059.694, Time=0.05 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2064.138, Time=0.07 sec
ARIMA(3,0,3)(0,0,0)[0] intercept : AIC=2052.357, Time=0.32 sec
ARIMA(3,0,3)(0,0,0)[0] : AIC=2059.014, Time=0.21 sec
Best model: ARIMA(3,0,3)(0,0,0)[0] intercept
Total fit time: 1.367 seconds
ARIMA(3,0,3)(0,0,0)[0] intercept
5074.535793436308
766
Now the model for Store 2 and Dept 95 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2109.808, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2132.598, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2109.113, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2117.828, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2659.217, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2109.991, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2111.521, Time=0.06 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=inf, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.157 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
8644.866168567469
767
Now the model for Store 2 and Dept 96 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1958.478, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1973.335, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1956.715, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1957.798, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2371.834, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1958.350, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1960.445, Time=0.19 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1992.733, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.295 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
4399.189760626857
768
Now the model for Store 2 and Dept 97 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1897.247, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1895.641, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1896.337, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1895.643, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2408.001, Time=0.00 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.062 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
2111.927690697671
769
Now the model for Store 2 and Dept 98 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1848.713, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1859.945, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1846.666, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1848.392, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2203.336, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1848.711, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1850.719, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1884.539, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.139 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1571.9063514900968
770
Now the model for Store 20 and Dept 1 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2252.621, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2282.901, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2252.776, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2254.788, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2438.597, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2253.749, Time=0.05 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2254.398, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=2253.398, Time=0.02 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2251.689, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=2253.526, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2255.533, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=2276.523, Time=0.01 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.276 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
13570.269296856808
771
Now the model for Store 20 and Dept 10 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2007.412, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2032.719, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2005.272, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2013.123, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2412.249, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2007.339, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2009.304, Time=0.05 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2035.060, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.169 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
3975.7491100342663
772
Now the model for Store 20 and Dept 11 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2079.071, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2096.296, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2077.934, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2083.256, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2332.977, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2079.012, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2080.856, Time=0.03 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2109.381, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.121 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
7221.197709775133
773
Now the model for Store 20 and Dept 12 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1666.927, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1815.813, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1672.678, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1753.782, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2081.404, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1667.282, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1667.167, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1720.818, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1665.315, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1667.281, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1669.280, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.367 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
2571.315081821387
774
Now the model for Store 20 and Dept 13 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1959.642, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1965.797, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1959.693, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1962.359, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2474.688, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1959.610, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1958.153, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1959.974, Time=0.05 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1961.593, Time=0.08 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.322 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
3197.51376944471
775
Now the model for Store 20 and Dept 14 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2149.416, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2186.242, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2150.673, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2166.505, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2338.891, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2150.267, Time=0.03 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2152.547, Time=0.02 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=2155.175, Time=0.02 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2148.232, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=2150.252, Time=0.02 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2152.266, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=2157.781, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.266 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
6439.703901983845
776
Now the model for Store 20 and Dept 16 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2129.445, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2307.856, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2127.502, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2211.354, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2382.953, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2129.462, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2126.322, Time=0.05 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2119.583, Time=0.05 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=2122.402, Time=0.04 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=2120.529, Time=0.06 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=2123.261, Time=0.05 sec
ARIMA(3,0,1)(0,0,0)[0] : AIC=2119.041, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] : AIC=2126.154, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] : AIC=2121.787, Time=0.03 sec
ARIMA(3,0,2)(0,0,0)[0] : AIC=2119.858, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=2129.862, Time=0.02 sec
ARIMA(2,0,2)(0,0,0)[0] : AIC=2123.002, Time=0.05 sec
Best model: ARIMA(3,0,1)(0,0,0)[0]
Total fit time: 0.600 seconds
ARIMA(3,0,1)(0,0,0)[0]
26575.712177187823
777
Now the model for Store 20 and Dept 17 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1973.261, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2006.031, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1974.819, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1988.768, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2263.802, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1973.141, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1971.104, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1973.106, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1975.127, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.215 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
3074.1463567010474
778
Now the model for Store 20 and Dept 2 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2071.644, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2069.800, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2069.724, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2070.129, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2539.614, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2070.279, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2072.014, Time=0.05 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=inf, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.160 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
4152.0745469232825
779
Now the model for Store 20 and Dept 20 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1675.955, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1705.577, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1682.578, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1693.080, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2058.809, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1674.111, Time=0.03 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1673.528, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1673.887, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1675.536, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.01 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.245 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
954.0739471862906
780
Now the model for Store 20 and Dept 21 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1865.323, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1879.628, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1863.985, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1869.453, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2199.809, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1863.954, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1865.282, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1865.670, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1867.285, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.234 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
2269.534153677028
781
Now the model for Store 20 and Dept 22 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1976.536, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2015.034, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1978.475, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1996.073, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2213.043, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1977.004, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1978.779, Time=0.02 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1984.919, Time=0.02 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1974.964, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1976.976, Time=0.02 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1978.997, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1985.175, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.261 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
3030.198305631509
782
Now the model for Store 20 and Dept 23 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2198.005, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2221.272, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2196.170, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2203.579, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2411.969, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2197.633, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2199.534, Time=0.03 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2222.238, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.113 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
5483.275935747926
783
Now the model for Store 20 and Dept 24 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1899.985, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1937.003, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1897.985, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1911.261, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2117.474, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1899.958, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1901.979, Time=0.06 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1917.775, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.158 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
2398.9247728494342
784
Now the model for Store 20 and Dept 25 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1913.333, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1927.941, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1911.372, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1913.092, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2249.252, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1913.248, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1915.265, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1946.423, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.146 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
2856.5769215574333
785
Now the model for Store 20 and Dept 26 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1898.792, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1928.591, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1897.950, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1908.333, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2186.370, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1898.346, Time=0.06 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1900.349, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1923.446, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.207 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
2616.319989365858
786
Now the model for Store 20 and Dept 27 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1685.845, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1740.199, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1685.176, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1706.246, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1898.790, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1685.388, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1687.349, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1700.455, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.180 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
677.3402521244025
787
Now the model for Store 20 and Dept 28 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1351.772, Time=0.08 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1448.662, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1350.893, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1398.745, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1680.002, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1351.154, Time=0.05 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1350.849, Time=0.15 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1351.139, Time=0.09 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1348.801, Time=0.15 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1348.194, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1369.348, Time=0.09 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=1349.174, Time=0.08 sec
ARIMA(0,0,3)(0,0,0)[0] intercept : AIC=1353.584, Time=0.15 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=1350.846, Time=0.15 sec
ARIMA(1,0,2)(0,0,0)[0] : AIC=1359.750, Time=0.06 sec
Best model: ARIMA(1,0,2)(0,0,0)[0] intercept
Total fit time: 1.154 seconds
ARIMA(1,0,2)(0,0,0)[0] intercept
266.2503435865563
788
Now the model for Store 20 and Dept 29 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1894.433, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1920.481, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1892.500, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1900.501, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2123.208, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1894.134, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1895.745, Time=0.05 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1917.829, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.181 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1484.2328812426745
789
Now the model for Store 20 and Dept 3 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1977.056, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2064.505, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1975.692, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2020.479, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2235.061, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1976.659, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1978.706, Time=0.08 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1985.913, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.170 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
5492.908894279273
790
Now the model for Store 20 and Dept 30 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1653.608, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1753.371, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1653.286, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1702.617, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2048.259, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1653.802, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1655.553, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.174 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1006.201876947084
791
Now the model for Store 20 and Dept 31 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1727.924, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1781.665, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1725.903, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1743.589, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1962.942, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1727.859, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1729.893, Time=0.06 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1742.022, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.170 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1091.6885201674545
792
Now the model for Store 20 and Dept 32 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2085.864, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2100.862, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2084.372, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2089.028, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2228.468, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2085.431, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2087.433, Time=0.03 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2110.577, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.121 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
3262.4911935879545
793
Now the model for Store 20 and Dept 33 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1908.254, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1936.048, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1906.229, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1916.474, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2139.647, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1908.099, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1909.005, Time=0.09 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1930.392, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.189 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
2401.7264711819216
794
Now the model for Store 20 and Dept 34 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1959.111, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1972.888, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1958.291, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1962.838, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2288.639, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1958.500, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1960.478, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1994.336, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.174 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
4199.779203836728
795
Now the model for Store 20 and Dept 35 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1747.242, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1769.923, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1746.537, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1754.284, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2020.769, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1746.094, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1748.071, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1748.053, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1750.043, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1762.029, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.257 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
1565.5807604238398
796
Now the model for Store 20 and Dept 36 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1774.880, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1847.907, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1772.973, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1800.993, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1950.463, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1774.820, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1776.849, Time=0.03 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1781.629, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.149 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1972.036815799628
797
Now the model for Store 20 and Dept 37 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1507.835, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1550.409, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1511.051, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1527.536, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1946.630, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1508.372, Time=0.09 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1508.723, Time=0.04 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1517.948, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1507.158, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1508.401, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1510.188, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.04 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.473 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
304.9992328767247
798
Now the model for Store 20 and Dept 38 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2095.364, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2095.072, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2092.299, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2090.895, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2602.546, Time=0.00 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=2091.418, Time=0.02 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2094.367, Time=0.04 sec
ARIMA(0,0,1)(0,0,0)[0] : AIC=2538.396, Time=0.02 sec
Best model: ARIMA(0,0,1)(0,0,0)[0] intercept
Total fit time: 0.146 seconds
ARIMA(0,0,1)(0,0,0)[0] intercept
11235.755759190664
799
Now the model for Store 20 and Dept 4 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1947.867, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1946.222, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1946.097, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1946.431, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2455.259, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1947.455, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1949.384, Time=0.07 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=inf, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.177 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
3038.937145261842
800
Now the model for Store 20 and Dept 40 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1998.844, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1995.320, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1996.736, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1997.183, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2556.692, Time=0.00 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.062 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
5217.015648837208
801
Now the model for Store 20 and Dept 41 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1982.589, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2031.768, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1980.711, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1999.972, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2110.004, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1982.500, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1984.517, Time=0.03 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1990.481, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.114 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
3450.202747114391
802
Now the model for Store 20 and Dept 42 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1663.359, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1694.643, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1660.733, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1670.960, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2105.095, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1663.224, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1664.729, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=inf, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.172 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
736.2066365972706
803
Now the model for Store 20 and Dept 44 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1790.997, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1817.652, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1790.057, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1799.608, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2091.094, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1790.728, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1792.660, Time=0.03 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1817.220, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.123 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
898.9694833600156
804
Now the model for Store 20 and Dept 46 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2047.523, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2088.185, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2045.562, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2056.779, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2376.323, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2047.479, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2049.551, Time=0.05 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2067.194, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.162 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
3250.0532267635986
805
Now the model for Store 20 and Dept 49 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1863.264, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1892.121, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1869.044, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1880.100, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2279.886, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1859.895, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1857.145, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1860.087, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1861.820, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.270 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
2281.671629094815
806
Now the model for Store 20 and Dept 5 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2296.289, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2328.169, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2300.216, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2313.822, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2460.313, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2296.397, Time=0.03 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2297.352, Time=0.02 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=2307.253, Time=0.02 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2294.943, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=2296.214, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2298.091, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=2305.438, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.238 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
16371.504205227553
807
Now the model for Store 20 and Dept 50 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1571.453, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1578.441, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1571.624, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1574.880, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1914.537, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1568.852, Time=0.09 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1566.870, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1569.941, Time=0.05 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1570.795, Time=0.14 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.406 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
556.6658641439702
808
Now the model for Store 20 and Dept 52 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1631.222, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1682.318, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1629.849, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1650.242, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1918.011, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1630.715, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1632.174, Time=0.06 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1648.288, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.186 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
696.7843517644316
809
Now the model for Store 20 and Dept 55 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2157.456, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2217.444, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2161.884, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2192.492, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2328.972, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2154.455, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2154.685, Time=0.02 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2155.837, Time=0.10 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=2154.348, Time=0.08 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2158.957, Time=0.03 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=2155.362, Time=0.09 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=2154.635, Time=0.06 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=2161.048, Time=0.04 sec
ARIMA(3,0,3)(0,0,0)[0] intercept : AIC=2152.808, Time=0.11 sec
ARIMA(3,0,3)(0,0,0)[0] : AIC=2156.023, Time=0.09 sec
Best model: ARIMA(3,0,3)(0,0,0)[0] intercept
Total fit time: 0.730 seconds
ARIMA(3,0,3)(0,0,0)[0] intercept
14635.744418123177
810
Now the model for Store 20 and Dept 56 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1919.753, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2049.883, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1917.696, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1970.261, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2095.389, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1919.699, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1921.745, Time=0.05 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1918.601, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.187 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
4087.419324130385
811
Now the model for Store 20 and Dept 58 will be created
(100, 2)
(42, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1780.747, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1776.883, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1778.819, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1778.874, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1971.338, Time=0.00 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.054 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
1430.049804761905
812
Now the model for Store 20 and Dept 59 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1859.377, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1947.134, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1864.906, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1887.592, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1970.835, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1860.812, Time=0.03 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1861.133, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1863.948, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1858.977, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1860.467, Time=0.02 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1862.483, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1862.826, Time=0.01 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.316 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
1718.9077376521566
813
Now the model for Store 20 and Dept 6 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2048.419, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2059.054, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2046.948, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2050.605, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2158.942, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2048.241, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2050.224, Time=0.03 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2072.440, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.112 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
3844.4349102905435
814
Now the model for Store 20 and Dept 60 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1310.646, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1330.274, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1311.460, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1308.935, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1563.892, Time=0.00 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1309.766, Time=0.07 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1312.339, Time=0.07 sec
ARIMA(0,0,1)(0,0,0)[0] : AIC=1467.175, Time=0.02 sec
Best model: ARIMA(0,0,1)(0,0,0)[0] intercept
Total fit time: 0.327 seconds
ARIMA(0,0,1)(0,0,0)[0] intercept
106.17295781543174
815
Now the model for Store 20 and Dept 67 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2025.655, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2050.751, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2025.225, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2025.449, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2252.946, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2025.063, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=2027.035, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2027.065, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2029.032, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=2052.194, Time=0.01 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.248 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
4647.4078128450155
816
Now the model for Store 20 and Dept 7 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2373.389, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2418.936, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2373.776, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2394.702, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2510.271, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2372.437, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2371.985, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=2373.805, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2374.326, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=2378.992, Time=0.01 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.263 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
18674.680301883647
817
Now the model for Store 20 and Dept 71 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1850.413, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1895.615, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1851.116, Time=0.04 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1871.629, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2112.767, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1849.339, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1848.772, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1851.039, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=inf, Time=0.18 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.04 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.486 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
3332.450249675365
818
Now the model for Store 20 and Dept 72 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2468.100, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2481.065, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2471.388, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2475.659, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2615.791, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2467.431, Time=0.03 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2467.561, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2466.953, Time=0.04 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=2465.714, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] : AIC=2474.884, Time=0.02 sec
Best model: ARIMA(3,0,0)(0,0,0)[0] intercept
Total fit time: 0.197 seconds
ARIMA(3,0,0)(0,0,0)[0] intercept
34461.963073822066
819
Now the model for Store 20 and Dept 74 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1955.539, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1965.301, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1955.642, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1960.048, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2294.331, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1954.245, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1952.482, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1954.147, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1956.107, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.262 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
3044.0610650744743
820
Now the model for Store 20 and Dept 79 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1931.178, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1932.330, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1930.490, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1931.108, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2397.968, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1922.107, Time=0.04 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1923.752, Time=0.04 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1922.132, Time=0.10 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1923.857, Time=0.15 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.439 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
3337.6923837283503
821
Now the model for Store 20 and Dept 8 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2035.526, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2032.275, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2033.905, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2034.024, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2531.776, Time=0.00 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.085 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
5386.646197674407
822
Now the model for Store 20 and Dept 80 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1898.476, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1903.133, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1897.014, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1895.668, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2403.913, Time=0.00 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1897.825, Time=0.02 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1899.541, Time=0.06 sec
ARIMA(0,0,1)(0,0,0)[0] : AIC=inf, Time=0.04 sec
Best model: ARIMA(0,0,1)(0,0,0)[0] intercept
Total fit time: 0.200 seconds
ARIMA(0,0,1)(0,0,0)[0] intercept
2134.7562522951466
823
Now the model for Store 20 and Dept 81 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1837.105, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1874.045, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1835.173, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1843.989, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2360.922, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1837.168, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1838.880, Time=0.11 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=inf, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.248 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
3748.1020037618223
824
Now the model for Store 20 and Dept 82 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2177.920, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2210.015, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2176.557, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2186.320, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2371.782, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2177.727, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2179.754, Time=0.03 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2197.389, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.124 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
2863.5473023487407
825
Now the model for Store 20 and Dept 83 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1703.067, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1726.080, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1701.215, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1702.949, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2013.744, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1703.229, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1705.785, Time=0.08 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1728.871, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.241 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
833.0166333482103
826
Now the model for Store 20 and Dept 85 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1736.131, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1781.798, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1741.074, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1736.877, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2010.374, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1737.351, Time=0.11 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1737.674, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1735.139, Time=0.06 sec
ARIMA(0,0,3)(0,0,0)[0] intercept : AIC=1736.813, Time=0.09 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=1739.394, Time=0.05 sec
ARIMA(0,0,2)(0,0,0)[0] : AIC=1845.269, Time=0.07 sec
Best model: ARIMA(0,0,2)(0,0,0)[0] intercept
Total fit time: 0.503 seconds
ARIMA(0,0,2)(0,0,0)[0] intercept
924.5462682405763
827
Now the model for Store 20 and Dept 87 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2111.699, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2117.800, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2109.882, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2111.603, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2415.506, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2111.800, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2113.606, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2150.263, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.139 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
11033.488596201734
828
Now the model for Store 20 and Dept 9 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2135.283, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2171.023, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2133.924, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2145.815, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2402.988, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2135.214, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2136.960, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2154.883, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.137 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
9997.550182697798
829
Now the model for Store 20 and Dept 90 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2124.981, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2132.666, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2124.621, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2127.078, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2579.595, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2125.078, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2126.265, Time=0.05 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=inf, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.164 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
6252.465611818111
830
Now the model for Store 20 and Dept 91 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2124.126, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2132.296, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2128.152, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2120.032, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2540.032, Time=0.00 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=2118.441, Time=0.02 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2118.616, Time=0.06 sec
ARIMA(0,0,3)(0,0,0)[0] intercept : AIC=2112.734, Time=0.04 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=2113.761, Time=0.09 sec
ARIMA(0,0,3)(0,0,0)[0] : AIC=2453.240, Time=0.02 sec
Best model: ARIMA(0,0,3)(0,0,0)[0] intercept
Total fit time: 0.316 seconds
ARIMA(0,0,3)(0,0,0)[0] intercept
7660.303281081092
831
Now the model for Store 20 and Dept 92 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2264.287, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2270.804, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2263.541, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2261.847, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2685.142, Time=0.00 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=2264.296, Time=0.02 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2265.606, Time=0.06 sec
ARIMA(0,0,1)(0,0,0)[0] : AIC=2617.729, Time=0.02 sec
Best model: ARIMA(0,0,1)(0,0,0)[0] intercept
Total fit time: 0.170 seconds
ARIMA(0,0,1)(0,0,0)[0] intercept
17023.88655160389
832
Now the model for Store 20 and Dept 93 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2074.694, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2077.715, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2074.672, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2072.710, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2459.487, Time=0.00 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=2074.606, Time=0.02 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2076.181, Time=0.05 sec
ARIMA(0,0,1)(0,0,0)[0] : AIC=inf, Time=0.04 sec
Best model: ARIMA(0,0,1)(0,0,0)[0] intercept
Total fit time: 0.174 seconds
ARIMA(0,0,1)(0,0,0)[0] intercept
5998.085473545055
833
Now the model for Store 20 and Dept 94 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2069.200, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2111.661, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2081.451, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2097.487, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2495.916, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2066.430, Time=0.03 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2068.937, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2066.417, Time=0.08 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=2066.501, Time=0.04 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=2064.432, Time=0.10 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=2064.163, Time=0.11 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2065.296, Time=0.03 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=2064.082, Time=0.08 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=2062.426, Time=0.04 sec
ARIMA(0,0,3)(0,0,0)[0] intercept : AIC=2091.234, Time=0.04 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=2090.776, Time=0.03 sec
ARIMA(1,0,3)(0,0,0)[0] : AIC=2067.456, Time=0.06 sec
Best model: ARIMA(1,0,3)(0,0,0)[0] intercept
Total fit time: 0.722 seconds
ARIMA(1,0,3)(0,0,0)[0] intercept
5549.771049780322
834
Now the model for Store 20 and Dept 95 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2171.391, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2193.392, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2170.264, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2175.514, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2669.912, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2172.086, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2172.545, Time=0.09 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=inf, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.211 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
9438.158919092024
835
Now the model for Store 20 and Dept 97 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1877.733, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1903.699, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1878.666, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1872.061, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2317.391, Time=0.00 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1875.809, Time=0.02 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1874.258, Time=0.04 sec
ARIMA(0,0,1)(0,0,0)[0] : AIC=2197.761, Time=0.05 sec
Best model: ARIMA(0,0,1)(0,0,0)[0] intercept
Total fit time: 0.203 seconds
ARIMA(0,0,1)(0,0,0)[0] intercept
2118.4781826335893
836
Now the model for Store 20 and Dept 98 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1851.013, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1851.628, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1849.167, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1849.136, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2261.771, Time=0.01 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1850.976, Time=0.02 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1852.891, Time=0.04 sec
ARIMA(0,0,1)(0,0,0)[0] : AIC=2153.197, Time=0.04 sec
Best model: ARIMA(0,0,1)(0,0,0)[0] intercept
Total fit time: 0.170 seconds
ARIMA(0,0,1)(0,0,0)[0] intercept
1461.256508366159
837
Now the model for Store 21 and Dept 1 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2004.212, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2042.494, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2012.506, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2002.148, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2231.226, Time=0.00 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=2002.059, Time=0.05 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2004.005, Time=0.03 sec
ARIMA(0,0,3)(0,0,0)[0] intercept : AIC=2004.802, Time=0.03 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=2005.997, Time=0.05 sec
ARIMA(0,0,2)(0,0,0)[0] : AIC=2092.308, Time=0.07 sec
Best model: ARIMA(0,0,2)(0,0,0)[0] intercept
Total fit time: 0.294 seconds
ARIMA(0,0,2)(0,0,0)[0] intercept
3856.6869314738738
838
Now the model for Store 21 and Dept 10 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1762.964, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1827.948, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1768.968, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1796.133, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2210.126, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1762.823, Time=0.03 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1761.258, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1762.313, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1764.269, Time=0.08 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.298 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
1461.2405784890161
839
Now the model for Store 21 and Dept 11 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1843.329, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1899.241, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1842.436, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1862.078, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2189.675, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1843.288, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1845.183, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1860.721, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.157 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1811.946963387378
840
Now the model for Store 21 and Dept 12 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1463.481, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1500.328, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1468.405, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1481.804, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1879.081, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1463.275, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1461.968, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1462.301, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1463.882, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.294 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
248.12407975274954
841
Now the model for Store 21 and Dept 13 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1768.984, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1774.397, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1766.967, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1767.616, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2340.405, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1768.941, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1770.956, Time=0.08 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=inf, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.188 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1990.2887331703969
842
Now the model for Store 21 and Dept 14 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2004.745, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2014.219, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2004.593, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2008.580, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2244.279, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2003.299, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=2005.257, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2005.286, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2007.229, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=2022.373, Time=0.01 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.207 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
4018.8288866972794
843
Now the model for Store 21 and Dept 16 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1780.129, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1960.769, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1781.302, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1884.128, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2071.595, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1781.055, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1779.709, Time=0.04 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1847.260, Time=0.09 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1775.679, Time=0.21 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=1782.023, Time=0.13 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=1780.120, Time=0.14 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=1779.693, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1769.681, Time=0.21 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1780.934, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1779.144, Time=0.02 sec
ARIMA(3,0,1)(0,0,0)[0] : AIC=1780.442, Time=0.07 sec
Best model: ARIMA(3,0,1)(0,0,0)[0] intercept
Total fit time: 1.135 seconds
ARIMA(3,0,1)(0,0,0)[0] intercept
1364.561952105125
844
Now the model for Store 21 and Dept 17 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1707.269, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1746.119, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1705.606, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1717.553, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2075.675, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1707.191, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1709.105, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1728.413, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.171 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1507.31458548651
845
Now the model for Store 21 and Dept 19 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1467.763, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1498.929, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1470.491, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1483.147, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1826.129, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1467.077, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1465.033, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1467.048, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1469.069, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.263 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
409.28688418861583
846
Now the model for Store 21 and Dept 2 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1953.183, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1986.451, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1964.512, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1951.044, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2442.434, Time=0.00 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1952.057, Time=0.02 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1954.527, Time=0.04 sec
ARIMA(0,0,1)(0,0,0)[0] : AIC=inf, Time=0.04 sec
Best model: ARIMA(0,0,1)(0,0,0)[0] intercept
Total fit time: 0.216 seconds
ARIMA(0,0,1)(0,0,0)[0] intercept
2308.099645233739
847
Now the model for Store 21 and Dept 20 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1643.971, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1684.743, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1647.562, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1663.462, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2011.758, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1643.201, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1641.629, Time=0.04 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1641.417, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1643.243, Time=0.05 sec
ARIMA(3,0,0)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(3,0,0)(0,0,0)[0] intercept
Total fit time: 0.291 seconds
ARIMA(3,0,0)(0,0,0)[0] intercept
712.9308368178415
848
Now the model for Store 21 and Dept 21 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1531.127, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1569.533, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1529.900, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1534.346, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1905.986, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1530.891, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1533.137, Time=0.08 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1554.450, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.215 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
345.93444817851366
849
Now the model for Store 21 and Dept 22 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1834.806, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1856.543, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1835.761, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1845.382, Time=0.14 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2110.627, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1831.519, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1829.621, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1831.953, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1833.435, Time=0.08 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.404 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
2060.0964551746465
850
Now the model for Store 21 and Dept 23 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2093.609, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2117.851, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2091.556, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2096.889, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2399.776, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2093.565, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2095.586, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2120.231, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.171 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
4398.988382018155
851
Now the model for Store 21 and Dept 24 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1930.021, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1972.325, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1929.218, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1938.433, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2127.563, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1929.447, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1931.566, Time=0.05 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1946.995, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.163 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
2965.238708253657
852
Now the model for Store 21 and Dept 25 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1863.070, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1876.025, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1861.048, Time=0.06 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1863.657, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2256.577, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1863.084, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1865.049, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1896.563, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.189 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
2438.846466285495
853
Now the model for Store 21 and Dept 26 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1895.431, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1914.320, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1894.403, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1901.294, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2158.077, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1895.436, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1897.200, Time=0.03 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1925.054, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.129 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1990.7414870249384
854
Now the model for Store 21 and Dept 27 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1526.409, Time=0.08 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1619.817, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1525.380, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1555.999, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1795.660, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1526.602, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1528.696, Time=0.06 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1535.031, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.249 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
503.7582807595358
855
Now the model for Store 21 and Dept 28 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1314.052, Time=0.08 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1431.759, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1313.445, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1364.263, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1636.228, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1314.523, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1315.657, Time=0.17 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1321.672, Time=0.02 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.360 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
265.1486899130023
856
Now the model for Store 21 and Dept 29 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1727.406, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1754.193, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1725.743, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1734.077, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2007.832, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1727.259, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1729.238, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1752.851, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.177 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
661.5127618014359
857
Now the model for Store 21 and Dept 3 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2031.366, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2179.246, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2063.511, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2081.976, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2258.343, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2031.882, Time=0.03 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2032.046, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=2045.762, Time=0.12 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2036.017, Time=0.02 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=2032.307, Time=0.05 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=2037.076, Time=0.02 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.370 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
7227.4205779946615
858
Now the model for Store 21 and Dept 30 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1594.519, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1632.042, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1593.976, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1605.541, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1980.163, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1594.968, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1596.044, Time=0.06 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1617.916, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.199 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
529.9437745830498
859
Now the model for Store 21 and Dept 31 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1779.820, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1832.182, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1779.184, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1789.536, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1975.406, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1779.498, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1781.558, Time=0.03 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1793.896, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.153 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1551.528586068966
860
Now the model for Store 21 and Dept 32 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1940.471, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1943.607, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1938.350, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1939.404, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2094.677, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1940.301, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1942.499, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1975.785, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.128 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1880.275601835279
861
Now the model for Store 21 and Dept 33 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1894.346, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1933.157, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1892.459, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1903.426, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2113.139, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1894.237, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1896.291, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1912.261, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.147 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
2379.6227149110555
862
Now the model for Store 21 and Dept 34 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1896.279, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1931.262, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1896.212, Time=0.04 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1911.126, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2261.629, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1894.750, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1896.780, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1896.664, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1898.664, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.263 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
2432.463575195068
863
Now the model for Store 21 and Dept 35 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1552.529, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1570.616, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1551.904, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1557.367, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1880.338, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1552.059, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1553.971, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1584.815, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.171 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
583.294574144284
864
Now the model for Store 21 and Dept 36 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1673.875, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1755.681, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1672.220, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1706.140, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1868.208, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1673.692, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1675.663, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1680.430, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.163 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1135.144204295867
865
Now the model for Store 21 and Dept 38 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1978.563, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1976.953, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1976.494, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1976.151, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2417.190, Time=0.00 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1978.298, Time=0.02 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1980.391, Time=0.04 sec
ARIMA(0,0,1)(0,0,0)[0] : AIC=2353.030, Time=0.02 sec
Best model: ARIMA(0,0,1)(0,0,0)[0] intercept
Total fit time: 0.143 seconds
ARIMA(0,0,1)(0,0,0)[0] intercept
7007.254345638999
866
Now the model for Store 21 and Dept 4 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1752.106, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1791.710, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1750.345, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1761.377, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2265.955, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1751.969, Time=0.04 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1754.040, Time=0.09 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=inf, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.245 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
2018.1548310082662
867
Now the model for Store 21 and Dept 40 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1821.591, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1822.635, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1819.563, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1820.025, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2404.575, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1821.482, Time=0.06 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1823.562, Time=0.07 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=inf, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.222 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
2339.240955232907
868
Now the model for Store 21 and Dept 41 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1796.513, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1821.914, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1796.173, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1804.642, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1929.352, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1796.185, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1798.051, Time=0.03 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1815.238, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.149 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1628.9264026056162
869
Now the model for Store 21 and Dept 42 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1565.370, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1577.022, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1564.454, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1568.409, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1977.401, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1564.624, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1566.411, Time=0.06 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1601.969, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.178 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
788.5984747851194
870
Now the model for Store 21 and Dept 44 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1617.489, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1658.268, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1616.592, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1634.219, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1967.969, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1616.512, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1616.913, Time=0.04 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1612.174, Time=0.09 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1613.790, Time=0.15 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1613.172, Time=0.06 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1618.613, Time=0.03 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=1613.846, Time=0.23 sec
ARIMA(2,0,1)(0,0,0)[0] : AIC=1624.748, Time=0.09 sec
Best model: ARIMA(2,0,1)(0,0,0)[0] intercept
Total fit time: 0.825 seconds
ARIMA(2,0,1)(0,0,0)[0] intercept
597.0514960966229
871
Now the model for Store 21 and Dept 46 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1929.118, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1960.852, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1928.699, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1930.410, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2263.896, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1928.660, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1930.641, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1930.677, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1932.633, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1954.336, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.274 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
1798.2827740873533
872
Now the model for Store 21 and Dept 49 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1801.982, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1813.436, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1801.291, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1804.568, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2145.889, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1801.868, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1803.560, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1840.126, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.162 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1631.30104086804
873
Now the model for Store 21 and Dept 5 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2154.107, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2173.803, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2153.778, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2160.319, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2279.487, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2154.545, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2155.759, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2175.949, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.119 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
4603.486246316984
874
Now the model for Store 21 and Dept 52 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1610.292, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1609.099, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1608.911, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1609.380, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1887.501, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1609.460, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1611.239, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1661.604, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.129 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
620.0972949330024
875
Now the model for Store 21 and Dept 55 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1966.941, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1981.856, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1965.607, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1970.648, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2135.134, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1966.830, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1968.784, Time=0.03 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1993.899, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.112 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
3276.0525737160992
876
Now the model for Store 21 and Dept 56 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1607.054, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1749.483, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1608.890, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1666.240, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1817.572, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=inf, Time=0.19 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1606.332, Time=0.13 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1637.668, Time=0.10 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1607.787, Time=0.06 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=1607.503, Time=0.15 sec
ARIMA(0,0,3)(0,0,0)[0] intercept : AIC=1615.465, Time=0.17 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=1609.581, Time=0.19 sec
ARIMA(1,0,2)(0,0,0)[0] : AIC=1609.555, Time=0.02 sec
Best model: ARIMA(1,0,2)(0,0,0)[0] intercept
Total fit time: 1.135 seconds
ARIMA(1,0,2)(0,0,0)[0] intercept
1016.7004944139609
877
Now the model for Store 21 and Dept 59 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1708.059, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1792.414, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1718.899, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1726.278, Time=0.08 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1812.220, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1709.906, Time=0.03 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1710.061, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1709.440, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1709.988, Time=0.02 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1711.674, Time=0.04 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1710.673, Time=0.01 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.339 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
507.90719112679136
878
Now the model for Store 21 and Dept 6 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1890.379, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1889.669, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1888.492, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1888.932, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2010.905, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1890.400, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1892.317, Time=0.03 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1928.083, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.125 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
2342.3732662614434
879
Now the model for Store 21 and Dept 67 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1839.675, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1863.846, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1842.729, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1836.977, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2026.725, Time=0.00 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1838.237, Time=0.02 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1839.850, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] : AIC=1940.689, Time=0.04 sec
Best model: ARIMA(0,0,1)(0,0,0)[0] intercept
Total fit time: 0.154 seconds
ARIMA(0,0,1)(0,0,0)[0] intercept
1509.4343312270803
880
Now the model for Store 21 and Dept 7 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2330.040, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2351.939, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2328.331, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2335.392, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2409.707, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2329.817, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2331.871, Time=0.03 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2341.940, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.116 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
10675.424143980536
881
Now the model for Store 21 and Dept 71 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1752.402, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1764.072, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1751.263, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1755.844, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2041.193, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1749.917, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1750.881, Time=0.04 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1751.961, Time=0.05 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1752.319, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1765.390, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.273 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
1801.5676512753976
882
Now the model for Store 21 and Dept 72 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2359.761, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2356.130, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2357.760, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2357.879, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2472.888, Time=0.00 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.060 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
14097.493697674425
883
Now the model for Store 21 and Dept 74 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1805.801, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1806.519, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1804.680, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1805.984, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2166.963, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1802.312, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1804.133, Time=0.04 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1804.208, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1806.119, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.245 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
1748.2765179452372
884
Now the model for Store 21 and Dept 79 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1832.804, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1836.360, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1830.798, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1831.624, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2298.856, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1832.800, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1834.803, Time=0.06 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=inf, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.170 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
2888.0643281210782
885
Now the model for Store 21 and Dept 8 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1752.023, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1763.172, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1750.793, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1755.103, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2253.501, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1750.715, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1752.423, Time=0.04 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1752.619, Time=0.06 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1754.423, Time=0.08 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.01 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.285 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
1630.6421619911896
886
Now the model for Store 21 and Dept 81 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1492.638, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1637.835, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1500.282, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1575.695, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1991.262, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1494.032, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1494.785, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1540.188, Time=0.08 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1493.018, Time=0.03 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1494.388, Time=0.17 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1494.708, Time=0.06 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.519 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
1027.7098597193842
887
Now the model for Store 21 and Dept 82 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1989.609, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2009.491, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1987.580, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1991.399, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2226.900, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1989.555, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1991.600, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2015.859, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.152 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1618.6311732706615
888
Now the model for Store 21 and Dept 83 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1160.365, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1250.549, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1166.369, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1206.731, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1398.743, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1161.722, Time=0.12 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1161.700, Time=0.08 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1181.204, Time=0.10 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1163.078, Time=0.06 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1163.684, Time=0.19 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1163.400, Time=0.04 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.767 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
84.12110561467624
889
Now the model for Store 21 and Dept 85 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1488.089, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1519.143, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1487.131, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1488.957, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1771.342, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1487.799, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1489.838, Time=0.05 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1512.678, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.179 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
575.7401883398096
890
Now the model for Store 21 and Dept 87 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1650.595, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1651.138, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1649.144, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1650.392, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2069.842, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1647.943, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1649.602, Time=0.07 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1649.737, Time=0.06 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1651.539, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.01 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.301 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
935.2826945409375
891
Now the model for Store 21 and Dept 9 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1902.602, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1946.453, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1904.007, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1923.398, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2233.126, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1903.922, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1903.980, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1917.833, Time=0.02 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1902.586, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1902.548, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1904.473, Time=0.05 sec
ARIMA(3,0,0)(0,0,0)[0] : AIC=inf, Time=0.04 sec
Best model: ARIMA(3,0,0)(0,0,0)[0] intercept
Total fit time: 0.296 seconds
ARIMA(3,0,0)(0,0,0)[0] intercept
3248.9704616961276
892
Now the model for Store 21 and Dept 90 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1621.768, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1654.444, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1621.890, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1631.228, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2145.284, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1623.275, Time=0.05 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1621.950, Time=0.04 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1628.499, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1622.138, Time=0.03 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1622.346, Time=0.08 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1626.376, Time=0.04 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.434 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
750.2649629982677
893
Now the model for Store 21 and Dept 91 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1574.247, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1591.091, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1572.989, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1577.924, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2048.758, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1574.167, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1576.053, Time=0.05 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=inf, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.176 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
370.39427227403297
894
Now the model for Store 21 and Dept 92 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1781.564, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1917.358, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1789.680, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1855.558, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2275.708, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1783.029, Time=0.05 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1783.169, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1819.832, Time=0.13 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1785.327, Time=0.02 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1784.531, Time=0.07 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1783.565, Time=0.06 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.467 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
2272.987863107171
895
Now the model for Store 21 and Dept 93 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1284.144, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1280.532, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1282.376, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1282.394, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1585.778, Time=0.01 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.120 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
95.87435813953488
896
Now the model for Store 21 and Dept 95 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1869.105, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2004.830, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1867.511, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1935.047, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2405.960, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1869.190, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1870.828, Time=0.08 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=inf, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.218 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
4390.6262110420075
897
Now the model for Store 21 and Dept 97 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1427.909, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1443.929, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1428.348, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1433.146, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1902.349, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1429.218, Time=0.07 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1426.890, Time=0.11 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1431.214, Time=0.08 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=inf, Time=0.21 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=1429.077, Time=0.08 sec
ARIMA(0,0,3)(0,0,0)[0] intercept : AIC=1432.881, Time=0.12 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=1429.489, Time=0.26 sec
ARIMA(1,0,2)(0,0,0)[0] : AIC=1429.915, Time=0.09 sec
Best model: ARIMA(1,0,2)(0,0,0)[0] intercept
Total fit time: 1.109 seconds
ARIMA(1,0,2)(0,0,0)[0] intercept
166.9818504547725
898
Now the model for Store 22 and Dept 1 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2179.654, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2214.488, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2181.901, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2181.326, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2327.568, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2180.210, Time=0.03 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2181.139, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=2179.911, Time=0.02 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2178.201, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=2180.198, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2182.208, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=2201.591, Time=0.01 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.254 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
10210.590048667464
899
Now the model for Store 22 and Dept 10 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1797.516, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1809.746, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1796.025, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1797.166, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2266.693, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1797.231, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1799.417, Time=0.08 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=inf, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.196 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
2002.510750282637
900
Now the model for Store 22 and Dept 11 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2084.499, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2118.401, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2082.492, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2093.740, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2243.847, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2084.431, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2086.489, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2100.224, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.137 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
6856.029861155377
901
Now the model for Store 22 and Dept 12 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1521.700, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1613.430, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1532.712, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1573.848, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1936.266, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1522.797, Time=0.03 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1522.615, Time=0.02 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1554.630, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1522.634, Time=0.03 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1524.550, Time=0.10 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1524.671, Time=0.03 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.369 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
383.2878899202108
902
Now the model for Store 22 and Dept 13 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1863.682, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1876.306, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1865.229, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1870.498, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2391.342, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1861.460, Time=0.02 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1859.470, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1861.460, Time=0.02 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1863.456, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.01 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.207 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
2089.0842717960336
903
Now the model for Store 22 and Dept 14 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2039.538, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2061.811, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2040.522, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2049.624, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2260.696, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2040.376, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2043.049, Time=0.04 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=2043.343, Time=0.02 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2038.496, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=2040.358, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2042.270, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=2052.699, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.276 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
3708.6447291032027
904
Now the model for Store 22 and Dept 16 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2067.797, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2242.208, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2066.190, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2184.838, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2320.522, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2067.853, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2069.369, Time=0.10 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2066.602, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.197 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
12104.687760995814
905
Now the model for Store 22 and Dept 17 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1875.787, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1899.750, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1879.226, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1888.259, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2216.677, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1872.528, Time=0.03 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1870.540, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1872.503, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1874.516, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.258 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
2772.213737439977
906
Now the model for Store 22 and Dept 2 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2016.779, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2024.145, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2015.449, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2018.376, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2462.809, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2014.938, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=2016.598, Time=0.04 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2016.828, Time=0.05 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2018.603, Time=0.10 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.309 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
2894.765042468962
907
Now the model for Store 22 and Dept 20 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1670.813, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1698.156, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1674.187, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1684.213, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2049.883, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1670.971, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1671.186, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1677.402, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1669.769, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1670.801, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1672.320, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.359 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
867.8452422872357
908
Now the model for Store 22 and Dept 21 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1723.891, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1738.411, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1721.921, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1725.641, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2016.498, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1723.765, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1725.813, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1756.003, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.139 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
817.0875458617804
909
Now the model for Store 22 and Dept 22 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1876.214, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1883.662, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1876.224, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1879.512, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2168.545, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1875.136, Time=0.08 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1873.128, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1875.106, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1877.103, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.279 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
1453.8129704391113
910
Now the model for Store 22 and Dept 23 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2095.603, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2120.346, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2093.625, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2101.864, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2360.532, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2095.231, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2096.710, Time=0.06 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2120.822, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.141 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
5094.977013679291
911
Now the model for Store 22 and Dept 24 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1852.068, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1869.155, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1849.953, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1855.537, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2108.732, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1851.846, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1853.276, Time=0.05 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1879.796, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.156 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1858.1402802663526
912
Now the model for Store 22 and Dept 25 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1774.157, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1812.880, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1772.405, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1779.557, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2128.504, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1774.315, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1776.322, Time=0.09 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1794.498, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.230 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1565.462349753549
913
Now the model for Store 22 and Dept 26 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1805.507, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1827.618, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1805.053, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1814.036, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2101.860, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1804.659, Time=0.01 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1806.641, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1806.691, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1808.665, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1822.357, Time=0.03 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.240 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
1561.7796383803443
914
Now the model for Store 22 and Dept 27 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1601.037, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1656.845, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1603.937, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1625.472, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1831.170, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1602.630, Time=0.03 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1602.961, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1613.683, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1601.056, Time=0.02 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1604.149, Time=0.11 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1605.310, Time=0.05 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.430 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
386.8499544590955
915
Now the model for Store 22 and Dept 28 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1352.766, Time=0.09 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1469.849, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1354.531, Time=0.05 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1415.673, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1667.847, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1354.145, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1354.284, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1388.222, Time=0.11 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1352.230, Time=0.05 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1354.062, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1356.053, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.545 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
287.27349729106834
916
Now the model for Store 22 and Dept 29 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1798.379, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1808.244, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1796.721, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1800.872, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2090.956, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1796.128, Time=0.01 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1795.376, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1797.250, Time=0.04 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1795.669, Time=0.05 sec
ARIMA(3,0,0)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(3,0,0)(0,0,0)[0] intercept
Total fit time: 0.230 seconds
ARIMA(3,0,0)(0,0,0)[0] intercept
791.4643307140626
917
Now the model for Store 22 and Dept 3 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2004.406, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2135.845, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2006.326, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2080.894, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2228.510, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2003.310, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2001.954, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1999.716, Time=0.02 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2001.725, Time=0.05 sec
ARIMA(3,0,0)(0,0,0)[0] : AIC=2008.501, Time=0.03 sec
Best model: ARIMA(3,0,0)(0,0,0)[0] intercept
Total fit time: 0.259 seconds
ARIMA(3,0,0)(0,0,0)[0] intercept
7940.986239924891
918
Now the model for Store 22 and Dept 30 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1582.470, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1706.517, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1587.534, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1653.848, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1995.542, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1583.566, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1583.869, Time=0.02 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1617.660, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1581.546, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1583.545, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1585.560, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.343 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
826.8231463460879
919
Now the model for Store 22 and Dept 31 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1724.363, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1780.666, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1723.366, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1739.716, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1920.938, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1723.884, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1726.062, Time=0.06 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1736.992, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.179 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1181.2146554253302
920
Now the model for Store 22 and Dept 32 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1901.575, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1909.445, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1899.719, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1902.771, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2067.078, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1900.812, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1902.208, Time=0.05 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1933.123, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.161 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1453.7316385814754
921
Now the model for Store 22 and Dept 33 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1813.289, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1825.350, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1811.226, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1814.210, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2083.720, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1813.219, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1815.211, Time=0.07 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1845.550, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.155 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1649.0758338826824
922
Now the model for Store 22 and Dept 34 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1927.858, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1975.738, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1931.709, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1954.184, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2285.685, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1929.065, Time=0.03 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1929.427, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1947.788, Time=0.02 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1928.435, Time=0.02 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=inf, Time=0.18 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1932.711, Time=0.04 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.390 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
3817.296961383391
923
Now the model for Store 22 and Dept 35 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1641.688, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1675.571, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1640.246, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1649.229, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1951.827, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1641.646, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1643.336, Time=0.05 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1663.512, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.189 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1278.8282026253053
924
Now the model for Store 22 and Dept 36 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1661.308, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1749.862, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1660.129, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1693.516, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1873.369, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1661.484, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1663.294, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1667.333, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.167 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
917.6678357584993
925
Now the model for Store 22 and Dept 38 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2080.565, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2079.050, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2080.017, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2080.349, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2509.670, Time=0.00 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.075 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
10534.859139534865
926
Now the model for Store 22 and Dept 4 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1868.910, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1881.803, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1868.829, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1873.054, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2358.540, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1867.564, Time=0.04 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1868.678, Time=0.04 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1869.481, Time=0.05 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1870.809, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.04 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.318 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
2490.3441439563935
927
Now the model for Store 22 and Dept 40 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1909.912, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1905.931, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1907.933, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1907.942, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2463.712, Time=0.00 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.064 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
3054.8868488372
928
Now the model for Store 22 and Dept 41 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1540.131, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1614.610, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1539.958, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1574.565, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1761.619, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1538.942, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1540.239, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1540.336, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1542.146, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1545.091, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.257 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
389.8350226560864
929
Now the model for Store 22 and Dept 42 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1633.695, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1667.309, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1638.715, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1652.240, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2076.750, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1629.867, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1628.153, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1629.454, Time=0.05 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1631.150, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.328 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
610.3418534095473
930
Now the model for Store 22 and Dept 44 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1692.547, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1757.639, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1693.868, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1719.606, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1993.814, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1694.123, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1694.439, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1704.762, Time=0.08 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1692.219, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1694.114, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1696.086, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1701.326, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.439 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
713.7294365399921
931
Now the model for Store 22 and Dept 46 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1951.198, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1972.510, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1949.413, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1954.766, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2291.618, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1950.975, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1952.996, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1980.661, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.165 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
2125.2375166688425
932
Now the model for Store 22 and Dept 5 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2192.671, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2229.692, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2194.601, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2210.962, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2350.202, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2193.831, Time=0.03 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2195.223, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=2202.771, Time=0.03 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2192.116, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=2193.734, Time=0.02 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2195.618, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=2201.981, Time=0.03 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.280 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
9347.681654537973
933
Now the model for Store 22 and Dept 52 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1491.526, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1611.884, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1489.547, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1545.023, Time=0.08 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1770.127, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1491.550, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1493.566, Time=0.05 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1496.208, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.253 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
504.3712361651379
934
Now the model for Store 22 and Dept 55 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2065.861, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2122.359, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2070.046, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2098.501, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2220.207, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2059.934, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2062.873, Time=0.02 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2061.769, Time=0.07 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=2060.691, Time=0.07 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2068.068, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=2064.303, Time=0.03 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=2061.382, Time=0.08 sec
ARIMA(2,0,1)(0,0,0)[0] : AIC=2065.424, Time=0.05 sec
Best model: ARIMA(2,0,1)(0,0,0)[0] intercept
Total fit time: 0.471 seconds
ARIMA(2,0,1)(0,0,0)[0] intercept
6341.1278043463135
935
Now the model for Store 22 and Dept 58 will be created
(100, 2)
(42, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1757.295, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1770.312, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1758.169, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1762.481, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1928.059, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1758.338, Time=0.03 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1756.708, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1761.084, Time=0.06 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1755.019, Time=0.11 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=1756.987, Time=0.16 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=1757.179, Time=0.12 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=1757.538, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1758.736, Time=0.05 sec
ARIMA(3,0,3)(0,0,0)[0] intercept : AIC=1758.528, Time=0.20 sec
ARIMA(2,0,2)(0,0,0)[0] : AIC=1757.101, Time=0.27 sec
Best model: ARIMA(2,0,2)(0,0,0)[0] intercept
Total fit time: 1.142 seconds
ARIMA(2,0,2)(0,0,0)[0] intercept
1667.4749313655598
936
Now the model for Store 22 and Dept 59 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1779.526, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1833.009, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1777.556, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1796.757, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1852.123, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1779.538, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1781.588, Time=0.05 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1779.895, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.189 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
982.7406832900323
937
Now the model for Store 22 and Dept 6 will be created
(100, 2)
(42, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1969.619, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1969.875, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1967.880, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1968.601, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2071.302, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1969.535, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1971.418, Time=0.03 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2002.688, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.123 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
2610.620179894297
938
Now the model for Store 22 and Dept 60 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1313.435, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1341.584, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1311.839, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1317.388, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1509.051, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1313.232, Time=0.05 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1315.484, Time=0.10 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1334.364, Time=0.02 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.292 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
76.9973263884042
939
Now the model for Store 22 and Dept 67 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1961.467, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1988.163, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1962.288, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1961.168, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2181.301, Time=0.00 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1961.348, Time=0.02 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1963.151, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] : AIC=2088.714, Time=0.05 sec
Best model: ARIMA(0,0,1)(0,0,0)[0] intercept
Total fit time: 0.160 seconds
ARIMA(0,0,1)(0,0,0)[0] intercept
2916.8898137456404
940
Now the model for Store 22 and Dept 7 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2266.469, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2314.572, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2264.880, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2286.051, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2408.825, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2265.911, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2264.168, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2265.630, Time=0.06 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=2264.997, Time=0.08 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2267.804, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=2266.192, Time=0.03 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=2266.071, Time=0.07 sec
ARIMA(2,0,1)(0,0,0)[0] : AIC=2272.413, Time=0.04 sec
Best model: ARIMA(2,0,1)(0,0,0)[0] intercept
Total fit time: 0.440 seconds
ARIMA(2,0,1)(0,0,0)[0] intercept
10032.714549043138
941
Now the model for Store 22 and Dept 71 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1726.354, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1732.480, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1725.659, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1728.264, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2009.120, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1724.865, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1726.480, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1726.808, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1728.469, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1747.126, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.232 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
883.2824785623985
942
Now the model for Store 22 and Dept 72 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2449.697, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2451.922, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2449.283, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2450.472, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2562.186, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2449.611, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2450.627, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2484.987, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.127 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
19515.171925313352
943
Now the model for Store 22 and Dept 74 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1863.407, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1862.675, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1862.126, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1863.016, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2257.560, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1860.028, Time=0.04 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1861.824, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1861.986, Time=0.05 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1863.853, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.281 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
2001.8112081511688
944
Now the model for Store 22 and Dept 79 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1767.056, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1764.019, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1765.811, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1765.924, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2238.337, Time=0.00 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.066 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
1639.565467441864
945
Now the model for Store 22 and Dept 8 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1891.081, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1887.281, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1889.064, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1889.102, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2392.850, Time=0.00 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.061 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
1717.378990697676
946
Now the model for Store 22 and Dept 80 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1392.699, Time=0.13 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1487.648, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1407.855, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1445.647, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1740.220, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1394.630, Time=0.14 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1394.605, Time=0.13 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1432.861, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1399.940, Time=0.03 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1396.738, Time=0.04 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1396.282, Time=0.04 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.641 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
220.38259437199693
947
Now the model for Store 22 and Dept 81 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1714.514, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1738.317, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1717.430, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1725.510, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2177.332, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1715.238, Time=0.05 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1715.455, Time=0.05 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1722.229, Time=0.02 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1714.710, Time=0.03 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=inf, Time=0.22 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1710.912, Time=0.06 sec
ARIMA(0,0,1)(0,0,0)[0] : AIC=inf, Time=0.03 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=inf, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] : AIC=1712.726, Time=0.08 sec
ARIMA(1,0,2)(0,0,0)[0] : AIC=1712.724, Time=0.05 sec
ARIMA(0,0,2)(0,0,0)[0] : AIC=1981.148, Time=0.09 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
ARIMA(2,0,2)(0,0,0)[0] : AIC=inf, Time=0.15 sec
Best model: ARIMA(1,0,1)(0,0,0)[0]
Total fit time: 0.961 seconds
ARIMA(1,0,1)(0,0,0)[0]
780.4417055009734
948
Now the model for Store 22 and Dept 82 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2079.860, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2106.931, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2078.073, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2086.300, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2269.883, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2079.536, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2081.497, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2100.884, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.122 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
2079.311637485325
949
Now the model for Store 22 and Dept 83 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1442.346, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1492.727, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1440.683, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1458.459, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1766.684, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1442.352, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1444.313, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1459.999, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.185 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
217.99661810805515
950
Now the model for Store 22 and Dept 85 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1712.942, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1768.419, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1719.941, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1717.390, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1919.644, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1710.608, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1708.510, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1710.486, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1712.494, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1736.931, Time=0.01 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.293 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
739.6108738041493
951
Now the model for Store 22 and Dept 87 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1805.188, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1807.475, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1803.530, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1804.675, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2196.667, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1804.838, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1806.854, Time=0.09 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1851.864, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.205 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1733.045778725699
952
Now the model for Store 22 and Dept 9 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1990.750, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2058.028, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1997.844, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2031.157, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2305.731, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1990.616, Time=0.03 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1989.541, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1989.948, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1991.874, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1997.163, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.223 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
4933.8337178101865
953
Now the model for Store 22 and Dept 90 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1802.246, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1830.738, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1808.773, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1819.079, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2278.904, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1800.625, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1800.934, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1801.124, Time=0.05 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1798.836, Time=0.08 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1799.876, Time=0.12 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=1800.384, Time=0.14 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=inf, Time=0.25 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=1800.078, Time=0.04 sec
ARIMA(3,0,3)(0,0,0)[0] intercept : AIC=1799.797, Time=0.26 sec
ARIMA(2,0,2)(0,0,0)[0] : AIC=inf, Time=0.10 sec
Best model: ARIMA(2,0,2)(0,0,0)[0] intercept
Total fit time: 1.188 seconds
ARIMA(2,0,2)(0,0,0)[0] intercept
1256.6263620289462
954
Now the model for Store 22 and Dept 91 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1805.196, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1814.500, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1805.794, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1809.524, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2284.217, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1804.273, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1802.970, Time=0.04 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1803.773, Time=0.05 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1805.668, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.290 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
1906.2880251678318
955
Now the model for Store 22 and Dept 92 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2024.609, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2041.018, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2029.095, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2035.298, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2453.120, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2020.755, Time=0.03 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2019.796, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=2020.828, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2022.365, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.01 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.233 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
4175.938669947425
956
Now the model for Store 22 and Dept 93 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1520.214, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1556.046, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1518.254, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1527.983, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1842.911, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1520.247, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1522.054, Time=0.08 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1541.884, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.183 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
826.9532322119238
957
Now the model for Store 22 and Dept 95 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2030.405, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2051.603, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2033.239, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2040.993, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2481.445, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2030.910, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2029.719, Time=0.04 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=2039.323, Time=0.03 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=inf, Time=0.21 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=2030.859, Time=0.07 sec
ARIMA(0,0,3)(0,0,0)[0] intercept : AIC=2039.827, Time=0.02 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=inf, Time=0.22 sec
ARIMA(1,0,2)(0,0,0)[0] : AIC=2034.315, Time=0.04 sec
Best model: ARIMA(1,0,2)(0,0,0)[0] intercept
Total fit time: 0.748 seconds
ARIMA(1,0,2)(0,0,0)[0] intercept
3245.9794892227537
958
Now the model for Store 22 and Dept 97 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1523.426, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1520.375, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1521.775, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1521.381, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1975.032, Time=0.00 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.111 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
361.2577441860468
959
Now the model for Store 23 and Dept 1 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2243.598, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2268.323, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2244.036, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2243.786, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2402.245, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2244.387, Time=0.06 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2245.242, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=2243.563, Time=0.02 sec
ARIMA(0,0,3)(0,0,0)[0] intercept : AIC=2245.432, Time=0.03 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=2247.943, Time=0.04 sec
ARIMA(0,0,2)(0,0,0)[0] : AIC=2299.831, Time=0.06 sec
Best model: ARIMA(0,0,2)(0,0,0)[0] intercept
Total fit time: 0.296 seconds
ARIMA(0,0,2)(0,0,0)[0] intercept
9512.149387399997
960
Now the model for Store 23 and Dept 10 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1936.903, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2002.220, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1937.403, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1958.510, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2358.196, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1938.044, Time=0.07 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1937.832, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1938.130, Time=0.02 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1935.991, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1937.860, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1939.847, Time=0.08 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.01 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.338 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
2508.9100462558063
961
Now the model for Store 23 and Dept 11 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2214.663, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2227.295, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2212.772, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2216.281, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2385.345, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2214.606, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2216.616, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2242.360, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.136 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
9246.602006998193
962
Now the model for Store 23 and Dept 12 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1595.450, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1787.259, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1604.498, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1713.363, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2024.400, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1596.698, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1596.176, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1675.072, Time=0.08 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1595.480, Time=0.03 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1587.533, Time=0.20 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=1593.449, Time=0.24 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=1594.097, Time=0.07 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=1593.654, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1598.437, Time=0.04 sec
ARIMA(3,0,3)(0,0,0)[0] intercept : AIC=1592.802, Time=0.25 sec
ARIMA(2,0,2)(0,0,0)[0] : AIC=inf, Time=0.20 sec
Best model: ARIMA(2,0,2)(0,0,0)[0] intercept
Total fit time: 1.312 seconds
ARIMA(2,0,2)(0,0,0)[0] intercept
812.5534657625391
963
Now the model for Store 23 and Dept 13 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1939.672, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2022.151, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1948.780, Time=0.05 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1994.149, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2397.797, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1938.765, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1936.764, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1938.760, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1940.763, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.307 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
2963.501792075153
964
Now the model for Store 23 and Dept 14 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2160.848, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2199.654, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2159.818, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2175.184, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2387.743, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2160.795, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2162.711, Time=0.03 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2180.298, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.118 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
3760.3777861834433
965
Now the model for Store 23 and Dept 16 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2107.836, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2295.099, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2105.971, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2190.729, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2361.630, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2107.908, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2101.354, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2100.313, Time=0.06 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=2104.157, Time=0.03 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=2102.212, Time=0.17 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=2101.106, Time=0.08 sec
ARIMA(3,0,1)(0,0,0)[0] : AIC=2099.710, Time=0.04 sec
ARIMA(2,0,1)(0,0,0)[0] : AIC=2100.987, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] : AIC=2103.438, Time=0.03 sec
ARIMA(3,0,2)(0,0,0)[0] : AIC=2101.462, Time=0.09 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=2107.956, Time=0.01 sec
ARIMA(2,0,2)(0,0,0)[0] : AIC=2100.610, Time=0.09 sec
Best model: ARIMA(3,0,1)(0,0,0)[0]
Total fit time: 0.820 seconds
ARIMA(3,0,1)(0,0,0)[0]
22958.28891644956
966
Now the model for Store 23 and Dept 17 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2011.542, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2040.109, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2009.797, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2020.312, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2337.652, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2011.373, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2013.418, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2036.941, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.155 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
3806.5705324577907
967
Now the model for Store 23 and Dept 19 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1604.496, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1752.017, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1603.451, Time=0.04 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1668.960, Time=0.09 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1848.522, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1604.299, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1606.234, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1606.257, Time=0.02 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.261 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
893.217120204372
968
Now the model for Store 23 and Dept 2 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2137.695, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2172.054, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2135.678, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2147.682, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2520.605, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2137.619, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2139.629, Time=0.03 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2160.681, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.138 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
6339.1049757641495
969
Now the model for Store 23 and Dept 20 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1807.888, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1856.345, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1810.316, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1829.280, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2161.545, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1809.334, Time=0.03 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1809.574, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1819.682, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1808.124, Time=0.03 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1810.195, Time=0.07 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1813.606, Time=0.03 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.348 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
1966.9787424586843
970
Now the model for Store 23 and Dept 21 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1823.392, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1857.705, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1823.850, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1837.397, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2118.429, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1823.479, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1824.682, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1828.076, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1821.579, Time=0.01 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1823.336, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1825.357, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1835.082, Time=0.01 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.281 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
1153.3960675349083
971
Now the model for Store 23 and Dept 22 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1958.657, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1971.332, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1958.655, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1962.522, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2287.976, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1957.810, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1959.221, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1959.590, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1961.214, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.279 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
3644.1018743450304
972
Now the model for Store 23 and Dept 23 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2184.183, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2215.813, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2182.240, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2189.622, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2450.111, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2184.114, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2186.150, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2206.088, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.156 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
6867.006300192277
973
Now the model for Store 23 and Dept 24 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1940.631, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1977.267, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1938.557, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1952.610, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2164.210, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1940.571, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1941.967, Time=0.07 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1958.374, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.163 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
2517.9264093688603
974
Now the model for Store 23 and Dept 25 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1907.323, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1962.900, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1905.333, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1926.909, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2236.927, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1907.222, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1909.195, Time=0.05 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1922.833, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.179 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
2428.0190382563756
975
Now the model for Store 23 and Dept 26 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1911.953, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1953.189, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1911.136, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1925.810, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2195.361, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1911.769, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1913.727, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1931.362, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.154 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
2889.7911674222714
976
Now the model for Store 23 and Dept 27 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1677.049, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1733.506, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1675.059, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1695.089, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1923.647, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1677.005, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1679.038, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1691.034, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.170 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
697.2782427087106
977
Now the model for Store 23 and Dept 28 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1394.270, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1489.785, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1392.867, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1435.793, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1698.065, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1394.365, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1396.190, Time=0.07 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1403.270, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.204 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
312.29374220624237
978
Now the model for Store 23 and Dept 29 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1854.629, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1877.249, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1853.507, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1862.080, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2159.374, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1854.298, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1856.301, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1882.757, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.134 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1338.1125941059822
979
Now the model for Store 23 and Dept 3 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2063.840, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2182.429, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2070.547, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2110.704, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2301.904, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2062.016, Time=0.03 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2060.082, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=2061.643, Time=0.02 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2063.676, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=2071.298, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.258 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
10044.543765703933
980
Now the model for Store 23 and Dept 30 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1661.431, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1777.035, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1663.072, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1724.260, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2099.930, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1662.247, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1663.166, Time=0.02 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1686.641, Time=0.08 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1660.806, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1662.390, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1664.203, Time=0.03 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.357 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
1029.4611084535086
981
Now the model for Store 23 and Dept 31 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1740.437, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1790.915, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1739.800, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1752.360, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2000.169, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1739.430, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1738.423, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1740.450, Time=0.06 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1742.028, Time=0.07 sec
ARIMA(3,0,0)(0,0,0)[0] : AIC=1761.766, Time=0.02 sec
Best model: ARIMA(3,0,0)(0,0,0)[0] intercept
Total fit time: 0.303 seconds
ARIMA(3,0,0)(0,0,0)[0] intercept
1343.7702606978219
982
Now the model for Store 23 and Dept 32 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1976.819, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1996.121, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1974.992, Time=0.04 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1978.094, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2179.368, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1976.696, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1978.775, Time=0.05 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2002.611, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.164 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
2090.645320461628
983
Now the model for Store 23 and Dept 33 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1927.799, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1953.637, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1925.717, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1935.082, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2172.058, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1927.671, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1929.062, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1950.383, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.132 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
2833.704840749068
984
Now the model for Store 23 and Dept 34 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1935.256, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1989.540, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1938.565, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1964.819, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2318.311, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1936.698, Time=0.05 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1936.321, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1957.678, Time=0.02 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1935.928, Time=0.03 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=inf, Time=0.17 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1939.244, Time=0.03 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.391 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
4484.432812710955
985
Now the model for Store 23 and Dept 35 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1695.502, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1741.159, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1698.616, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1717.807, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2005.777, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1695.788, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1696.447, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1705.118, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1693.834, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1695.786, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1697.765, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1704.589, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.345 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
1087.4199785096669
986
Now the model for Store 23 and Dept 36 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1709.380, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1808.110, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1707.600, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1755.699, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1951.073, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1709.188, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1709.442, Time=0.05 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1714.943, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.173 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1750.634647158779
987
Now the model for Store 23 and Dept 38 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1985.026, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1985.159, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1985.123, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1985.976, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2421.339, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1981.474, Time=0.08 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1981.277, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1978.028, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1980.054, Time=0.07 sec
ARIMA(3,0,0)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(3,0,0)(0,0,0)[0] intercept
Total fit time: 0.307 seconds
ARIMA(3,0,0)(0,0,0)[0] intercept
4537.853370981
988
Now the model for Store 23 and Dept 4 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1862.114, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1922.796, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1867.946, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1899.600, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2325.799, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1861.322, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1859.301, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1861.313, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1863.320, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.259 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
3449.3504059060288
989
Now the model for Store 23 and Dept 40 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1972.832, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2018.633, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1978.307, Time=0.06 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1999.304, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2492.606, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1971.255, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1969.552, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1970.963, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1972.907, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.336 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
3008.8788002781607
990
Now the model for Store 23 and Dept 41 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1590.050, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1641.452, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1588.693, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1607.652, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1820.026, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1589.621, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1591.528, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1603.626, Time=0.02 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.165 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
632.1684851922994
991
Now the model for Store 23 and Dept 42 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1697.072, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1768.652, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1697.904, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1726.452, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2157.879, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1698.692, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1697.495, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1716.412, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1697.583, Time=0.03 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1698.967, Time=0.06 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1702.288, Time=0.04 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.380 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
1435.2926726919432
992
Now the model for Store 23 and Dept 44 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1874.866, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1927.652, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1873.236, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1893.794, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2125.447, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1874.744, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1876.745, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1889.972, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.152 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
2049.4640289617746
993
Now the model for Store 23 and Dept 46 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2059.029, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2084.217, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2057.050, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2062.537, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2389.680, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2058.951, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2061.025, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2085.952, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.149 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
4292.607935174325
994
Now the model for Store 23 and Dept 49 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1912.094, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1956.494, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1913.616, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1930.465, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2311.127, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1912.941, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1913.680, Time=0.04 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1924.642, Time=0.03 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1911.160, Time=0.04 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1912.056, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1910.961, Time=0.09 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=1912.337, Time=0.11 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1911.905, Time=0.10 sec
ARIMA(3,0,1)(0,0,0)[0] : AIC=1920.941, Time=0.07 sec
Best model: ARIMA(3,0,1)(0,0,0)[0] intercept
Total fit time: 0.632 seconds
ARIMA(3,0,1)(0,0,0)[0] intercept
3325.561673418735
995
Now the model for Store 23 and Dept 5 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2289.954, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2327.696, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2292.542, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2309.454, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2442.478, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2290.816, Time=0.03 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2291.961, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=2300.990, Time=0.02 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2289.107, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=2290.691, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2292.615, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=2298.508, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.242 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
14037.785526681304
996
Now the model for Store 23 and Dept 50 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1657.785, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1680.417, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1657.307, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1665.099, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2053.491, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1656.856, Time=0.04 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1658.121, Time=0.04 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1658.635, Time=0.05 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1659.925, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.278 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
1126.2075661816311
997
Now the model for Store 23 and Dept 52 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1622.826, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1674.139, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1630.808, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1649.814, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1918.892, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1622.755, Time=0.03 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1623.094, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1622.491, Time=0.04 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1620.604, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(3,0,0)(0,0,0)[0] intercept
Total fit time: 0.296 seconds
ARIMA(3,0,0)(0,0,0)[0] intercept
1180.3845457761668
998
Now the model for Store 23 and Dept 54 will be created
(100, 2)
(42, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1307.885, Time=0.08 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1432.753, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1341.377, Time=0.04 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1389.189, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1503.486, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1309.259, Time=0.12 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1308.948, Time=0.10 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1368.659, Time=0.10 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1325.180, Time=0.09 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=inf, Time=0.21 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1307.294, Time=0.04 sec
ARIMA(0,0,1)(0,0,0)[0] : AIC=1437.943, Time=0.02 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1346.331, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] : AIC=1308.697, Time=0.06 sec
ARIMA(1,0,2)(0,0,0)[0] : AIC=1308.406, Time=0.07 sec
ARIMA(0,0,2)(0,0,0)[0] : AIC=1405.060, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1326.746, Time=0.03 sec
ARIMA(2,0,2)(0,0,0)[0] : AIC=1307.158, Time=0.16 sec
ARIMA(3,0,2)(0,0,0)[0] : AIC=1309.842, Time=0.17 sec
ARIMA(2,0,3)(0,0,0)[0] : AIC=1309.880, Time=0.16 sec
ARIMA(1,0,3)(0,0,0)[0] : AIC=1308.258, Time=0.11 sec
ARIMA(3,0,1)(0,0,0)[0] : AIC=1309.161, Time=0.08 sec
ARIMA(3,0,3)(0,0,0)[0] : AIC=inf, Time=0.27 sec
Best model: ARIMA(2,0,2)(0,0,0)[0]
Total fit time: 2.075 seconds
ARIMA(2,0,2)(0,0,0)[0]
125.10585741576125
999
Now the model for Store 23 and Dept 55 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2124.744, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2187.001, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2124.202, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2154.323, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2289.981, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2124.696, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2126.647, Time=0.03 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2135.204, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.126 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
8371.303558611904
1000
Now the model for Store 23 and Dept 56 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1978.383, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2130.730, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1976.634, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2060.603, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2182.705, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1978.136, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1979.117, Time=0.05 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1976.964, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.174 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
6775.507032658165
1001
Now the model for Store 23 and Dept 59 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1812.906, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1891.899, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1813.944, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1836.363, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1920.174, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1814.440, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1814.758, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1815.091, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1812.379, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1814.390, Time=0.02 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1816.420, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1816.268, Time=0.01 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.346 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
1259.5631351878246
1002
Now the model for Store 23 and Dept 6 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2007.659, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2012.892, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2007.435, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2009.658, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2130.081, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2007.012, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=2007.816, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2008.507, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2009.544, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=2025.536, Time=0.01 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.191 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
3618.8503812273393
1003
Now the model for Store 23 and Dept 67 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1966.982, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1991.097, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1966.040, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1967.959, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2211.003, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1965.796, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1966.879, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1967.967, Time=0.08 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1968.841, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1993.885, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.260 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
2985.149454584622
1004
Now the model for Store 23 and Dept 7 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2332.530, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2376.934, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2330.762, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2349.306, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2482.891, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2332.356, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2334.399, Time=0.03 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2344.243, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.123 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
14646.61240179476
1005
Now the model for Store 23 and Dept 71 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1875.163, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1920.875, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1873.646, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1892.295, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2175.315, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1874.949, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1876.937, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1893.299, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.147 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
2419.4070832178945
1006
Now the model for Store 23 and Dept 72 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2440.821, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2448.236, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2442.512, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2444.986, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2579.088, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2440.780, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2440.776, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=2438.372, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2439.674, Time=0.05 sec
ARIMA(3,0,0)(0,0,0)[0] : AIC=2448.417, Time=0.03 sec
Best model: ARIMA(3,0,0)(0,0,0)[0] intercept
Total fit time: 0.235 seconds
ARIMA(3,0,0)(0,0,0)[0] intercept
23280.698770286894
1007
Now the model for Store 23 and Dept 74 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2010.496, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2072.543, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2013.468, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2046.609, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2390.700, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2009.568, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2007.736, Time=0.05 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=2009.409, Time=0.09 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2011.433, Time=0.11 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.04 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.489 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
5321.458977253364
1008
Now the model for Store 23 and Dept 79 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1922.389, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1928.366, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1922.942, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1925.736, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2357.449, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1919.587, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1917.657, Time=0.04 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1919.365, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1921.287, Time=0.08 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.326 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
3260.496715347881
1009
Now the model for Store 23 and Dept 8 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1933.396, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1938.766, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1932.003, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1934.861, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2387.085, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1930.558, Time=0.04 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1931.453, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1931.982, Time=0.07 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1933.434, Time=0.10 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.340 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
2268.3296210020294
1010
Now the model for Store 23 and Dept 81 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1639.561, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1702.147, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1644.600, Time=0.04 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1672.823, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2104.708, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1640.708, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1641.164, Time=0.04 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1655.540, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1638.895, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1640.802, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1642.706, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.04 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.416 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
666.719028490204
1011
Now the model for Store 23 and Dept 82 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2114.543, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2171.718, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2113.492, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2130.613, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2319.504, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2114.105, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2116.249, Time=0.06 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2127.493, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.187 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
2969.3412980658754
1012
Now the model for Store 23 and Dept 85 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1810.555, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1871.427, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1819.116, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1819.131, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2031.191, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1806.451, Time=0.03 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1804.434, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1806.432, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1808.445, Time=0.08 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1834.508, Time=0.01 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.297 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
1665.7369501316841
1013
Now the model for Store 23 and Dept 87 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2003.834, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2031.562, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2006.976, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2018.225, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2355.615, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2003.660, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2001.971, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=2003.637, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2005.469, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.270 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
6056.037856240824
1014
Now the model for Store 23 and Dept 9 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2160.087, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2249.935, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2161.807, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2211.573, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2461.084, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2161.285, Time=0.03 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2161.750, Time=0.02 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=2200.513, Time=0.02 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2159.408, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=2160.833, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2162.785, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=2165.111, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.284 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
14064.580422756262
1015
Now the model for Store 23 and Dept 90 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1900.657, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2020.463, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1898.678, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1957.793, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2272.255, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1900.679, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1902.387, Time=0.06 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1907.582, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.220 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
3209.0545460156186
1016
Now the model for Store 23 and Dept 91 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1929.572, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2128.832, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1930.017, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2075.373, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2271.097, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1928.727, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1928.912, Time=0.02 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1930.700, Time=0.06 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1930.607, Time=0.07 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1931.867, Time=0.05 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1930.745, Time=0.03 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=1929.014, Time=0.16 sec
ARIMA(2,0,1)(0,0,0)[0] : AIC=1930.322, Time=0.05 sec
Best model: ARIMA(2,0,1)(0,0,0)[0] intercept
Total fit time: 0.567 seconds
ARIMA(2,0,1)(0,0,0)[0] intercept
5777.558557760906
1017
Now the model for Store 23 and Dept 92 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2074.931, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2172.524, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2078.771, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2135.593, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2474.828, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2076.274, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2076.538, Time=0.02 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=2116.675, Time=0.02 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2074.329, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=2076.286, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2078.254, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.321 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
13973.80325622142
1018
Now the model for Store 23 and Dept 95 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2008.343, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2105.835, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2009.905, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2067.741, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2467.195, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2010.154, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2010.373, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=2031.881, Time=0.08 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2008.249, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=2010.191, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2012.141, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.16 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.501 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
4821.967310652287
1019
Now the model for Store 23 and Dept 96 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1813.889, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1960.647, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1811.981, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1887.795, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2182.225, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1813.820, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1816.205, Time=0.08 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1817.635, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.189 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
3095.5847787402713
1020
Now the model for Store 23 and Dept 97 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1694.695, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1790.369, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1695.437, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1742.402, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2022.548, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1695.898, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1696.863, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1709.667, Time=0.09 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1694.164, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1696.125, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1697.896, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1701.437, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.398 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
1776.3813051318602
1021
Now the model for Store 24 and Dept 1 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2118.573, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2143.874, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2121.862, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2116.652, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2285.564, Time=0.00 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=2117.702, Time=0.02 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2119.277, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] : AIC=2219.769, Time=0.01 sec
Best model: ARIMA(0,0,1)(0,0,0)[0] intercept
Total fit time: 0.129 seconds
ARIMA(0,0,1)(0,0,0)[0] intercept
5605.445464465947
1022
Now the model for Store 24 and Dept 10 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1917.243, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1955.382, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1916.041, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1926.250, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2332.012, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1917.257, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1919.036, Time=0.05 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1939.495, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.188 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
2631.3049671442695
1023
Now the model for Store 24 and Dept 11 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2108.994, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2117.519, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2107.009, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2107.874, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2262.549, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2108.860, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2110.918, Time=0.03 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2138.698, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.113 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
6170.545669044693
1024
Now the model for Store 24 and Dept 12 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1589.392, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1686.642, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1603.285, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1641.386, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1954.560, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1590.298, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1590.458, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1631.605, Time=0.08 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1592.358, Time=0.02 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1591.119, Time=0.08 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1591.154, Time=0.03 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.353 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
1071.75674703575
1025
Now the model for Store 24 and Dept 13 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1827.883, Time=0.09 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1878.758, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1834.413, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1857.443, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2347.007, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1828.961, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1827.192, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1842.347, Time=0.07 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1827.829, Time=0.12 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=1827.990, Time=0.05 sec
ARIMA(0,0,3)(0,0,0)[0] intercept : AIC=1842.997, Time=0.09 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=1829.343, Time=0.12 sec
ARIMA(1,0,2)(0,0,0)[0] : AIC=1832.401, Time=0.05 sec
Best model: ARIMA(1,0,2)(0,0,0)[0] intercept
Total fit time: 0.704 seconds
ARIMA(1,0,2)(0,0,0)[0] intercept
2066.2075800298508
1026
Now the model for Store 24 and Dept 14 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2053.753, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2073.613, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2054.194, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2061.517, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2260.933, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2055.262, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2057.563, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=2057.363, Time=0.02 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2053.808, Time=0.01 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=2053.934, Time=0.05 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=2056.901, Time=0.03 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.239 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
3117.0669637395495
1027
Now the model for Store 24 and Dept 16 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2069.605, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2232.650, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2067.561, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2140.930, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2321.466, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2069.564, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2068.175, Time=0.05 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2068.705, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.181 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
12243.444894708044
1028
Now the model for Store 24 and Dept 17 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1895.783, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1917.813, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1894.701, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1901.999, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2207.845, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1895.911, Time=0.08 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1897.614, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1925.067, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.183 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
2226.7352132398437
1029
Now the model for Store 24 and Dept 2 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1997.456, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2014.474, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1998.362, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2004.635, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2411.480, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1997.071, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1995.116, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1997.067, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1999.044, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.05 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.312 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
3715.755949890865
1030
Now the model for Store 24 and Dept 20 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1661.071, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1694.092, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1666.863, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1679.838, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2028.135, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1659.983, Time=0.03 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1658.420, Time=0.05 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1660.172, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1661.844, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.01 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.276 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
1025.6999744118236
1031
Now the model for Store 24 and Dept 21 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1697.396, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1705.959, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1695.475, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1698.319, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2037.289, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1697.010, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1698.880, Time=0.05 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1735.864, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.143 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
830.6942639543794
1032
Now the model for Store 24 and Dept 22 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1901.115, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1906.157, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1899.481, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1901.538, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2180.083, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1900.678, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1902.666, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1942.114, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.154 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1983.303527416231
1033
Now the model for Store 24 and Dept 23 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2114.514, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2134.917, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2112.854, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2118.775, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2355.659, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2114.415, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2116.405, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2141.442, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.140 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
5658.3072712934545
1034
Now the model for Store 24 and Dept 24 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1814.293, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1838.708, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1812.327, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1818.241, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2049.814, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1814.243, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1816.275, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1838.042, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.131 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1685.7334667906093
1035
Now the model for Store 24 and Dept 25 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1854.716, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1877.541, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1852.712, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1857.750, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2174.355, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1854.732, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1856.710, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1881.752, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.144 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
2309.8071632902315
1036
Now the model for Store 24 and Dept 26 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1805.431, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1826.242, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1804.401, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1810.808, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2106.614, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1805.314, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1807.186, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1834.851, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.165 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1761.544822082861
1037
Now the model for Store 24 and Dept 27 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1594.383, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1629.421, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1595.996, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1608.263, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1826.339, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1595.601, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1595.070, Time=0.15 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1600.321, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1593.819, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1595.507, Time=0.02 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1597.408, Time=0.11 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1604.324, Time=0.04 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.521 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
577.1032144509481
1038
Now the model for Store 24 and Dept 28 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1311.959, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1401.544, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1311.837, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1350.842, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1614.383, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1311.673, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1313.618, Time=0.07 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1313.642, Time=0.07 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1315.594, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1319.740, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.370 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
191.96753956528212
1039
Now the model for Store 24 and Dept 29 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1803.944, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1820.438, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1802.072, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1806.893, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2036.562, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1803.861, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1805.860, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1833.019, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.123 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1047.8105135946516
1040
Now the model for Store 24 and Dept 3 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1959.336, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2056.120, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1957.616, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2012.636, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2189.418, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1959.196, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1961.149, Time=0.05 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1965.387, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.131 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
5273.571291865714
1041
Now the model for Store 24 and Dept 30 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1589.337, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1709.745, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1594.105, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1648.479, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1977.218, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1590.938, Time=0.07 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1589.748, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1628.861, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1592.112, Time=0.02 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1590.869, Time=0.08 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1592.416, Time=0.04 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.423 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
684.629296148587
1042
Now the model for Store 24 and Dept 31 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1703.287, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1739.204, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1701.330, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1712.119, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1894.079, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1703.224, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1705.262, Time=0.03 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1720.860, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.150 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1168.9806696188211
1043
Now the model for Store 24 and Dept 32 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1969.905, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1974.622, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1967.894, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1969.010, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2101.645, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1969.908, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1971.893, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2001.186, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.124 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
2057.6161492226997
1044
Now the model for Store 24 and Dept 33 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1819.466, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1841.151, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1817.432, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1825.232, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2062.616, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1819.303, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1820.379, Time=0.03 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1845.320, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.129 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1888.2242571772456
1045
Now the model for Store 24 and Dept 34 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1929.826, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1959.443, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1928.398, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1936.328, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2234.214, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1930.072, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1931.545, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1954.611, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.161 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
3116.3365328603663
1046
Now the model for Store 24 and Dept 35 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1620.550, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1656.284, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1618.776, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1627.725, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1900.468, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1620.601, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1622.397, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1641.295, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.160 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
748.3752622830704
1047
Now the model for Store 24 and Dept 36 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1677.459, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1734.917, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1675.409, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1694.891, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1836.500, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1677.417, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1679.446, Time=0.05 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1686.231, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.172 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1133.9365705550854
1048
Now the model for Store 24 and Dept 37 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1497.349, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1519.785, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1498.673, Time=0.04 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1504.580, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1893.345, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1498.513, Time=0.05 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1497.744, Time=0.05 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1503.790, Time=0.08 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1498.331, Time=0.03 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1496.298, Time=0.17 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=1494.676, Time=0.12 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1496.662, Time=0.06 sec
ARIMA(3,0,3)(0,0,0)[0] intercept : AIC=1496.346, Time=0.30 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=1497.865, Time=0.13 sec
ARIMA(3,0,2)(0,0,0)[0] : AIC=1505.913, Time=0.13 sec
Best model: ARIMA(3,0,2)(0,0,0)[0] intercept
Total fit time: 1.265 seconds
ARIMA(3,0,2)(0,0,0)[0] intercept
274.2646926656413
1049
Now the model for Store 24 and Dept 38 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2073.533, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2072.021, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2072.070, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2072.402, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2480.863, Time=0.01 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.086 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
5082.259158139532
1050
Now the model for Store 24 and Dept 4 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1841.623, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1880.826, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1842.417, Time=0.04 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1856.064, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2342.616, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1843.168, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1841.712, Time=0.05 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1847.304, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1842.264, Time=0.02 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=inf, Time=0.23 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1846.821, Time=0.06 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.611 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
2660.8127468579887
1051
Now the model for Store 24 and Dept 40 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1863.775, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1860.557, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1861.880, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1862.018, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2426.537, Time=0.01 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.088 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
3022.7278302325517
1052
Now the model for Store 24 and Dept 41 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1569.570, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1591.706, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1568.846, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1575.541, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1770.300, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1568.867, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1570.766, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1593.966, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.207 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
469.42006378971445
1053
Now the model for Store 24 and Dept 42 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1562.131, Time=0.09 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1601.723, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1567.766, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1582.201, Time=0.09 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2021.223, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1561.178, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1560.364, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1558.654, Time=0.06 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1560.566, Time=0.11 sec
ARIMA(3,0,0)(0,0,0)[0] : AIC=inf, Time=0.05 sec
Best model: ARIMA(3,0,0)(0,0,0)[0] intercept
Total fit time: 0.522 seconds
ARIMA(3,0,0)(0,0,0)[0] intercept
665.614990524505
1054
Now the model for Store 24 and Dept 44 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1704.873, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1729.506, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1703.419, Time=0.04 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1709.154, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1994.121, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1705.030, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1706.743, Time=0.05 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1731.757, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.225 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
579.8022876330938
1055
Now the model for Store 24 and Dept 46 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1913.333, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1930.998, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1911.339, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1915.212, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2225.560, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1913.302, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1915.313, Time=0.05 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1943.302, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.184 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1998.9472679471733
1056
Now the model for Store 24 and Dept 49 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1732.670, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1740.089, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1734.300, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1736.998, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2013.104, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1731.107, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1730.198, Time=0.04 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1729.070, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1731.023, Time=0.06 sec
ARIMA(3,0,0)(0,0,0)[0] : AIC=inf, Time=0.04 sec
Best model: ARIMA(3,0,0)(0,0,0)[0] intercept
Total fit time: 0.322 seconds
ARIMA(3,0,0)(0,0,0)[0] intercept
926.188631263213
1057
Now the model for Store 24 and Dept 5 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2184.098, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2217.678, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2186.714, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2201.273, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2379.621, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2185.014, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2186.808, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=2193.925, Time=0.02 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2183.446, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=2184.922, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2186.723, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=2194.762, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.298 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
10559.052229905063
1058
Now the model for Store 24 and Dept 50 will be created
(100, 2)
(42, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1489.523, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1488.817, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1489.138, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1489.721, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1735.673, Time=0.01 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.075 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
290.5650000000001
1059
Now the model for Store 24 and Dept 52 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1513.144, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1518.240, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1512.516, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1514.577, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1770.978, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1512.070, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1513.577, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1513.915, Time=0.05 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1515.499, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1534.770, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.325 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
379.46079366288404
1060
Now the model for Store 24 and Dept 55 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2103.183, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2148.337, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2108.190, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2129.673, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2279.164, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2099.730, Time=0.08 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2099.583, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=2101.380, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2100.884, Time=0.11 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=2106.685, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.337 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
10629.134859174439
1061
Now the model for Store 24 and Dept 56 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1851.198, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2013.878, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1849.325, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1932.495, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2067.590, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1851.123, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1853.180, Time=0.11 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1849.565, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.269 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
3559.9156559943804
1062
Now the model for Store 24 and Dept 59 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1674.835, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1723.772, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1672.915, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1688.259, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1751.244, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1674.843, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=inf, Time=0.18 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1677.027, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.338 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
610.1345415264797
1063
Now the model for Store 24 and Dept 6 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1937.656, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1939.730, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1935.945, Time=0.06 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1937.312, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2050.037, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1937.127, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1939.168, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1969.840, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.189 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
2203.4534383441046
1064
Now the model for Store 24 and Dept 67 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1934.781, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1957.095, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1937.144, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1931.948, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2164.891, Time=0.00 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1933.381, Time=0.02 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1935.208, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] : AIC=2071.270, Time=0.03 sec
Best model: ARIMA(0,0,1)(0,0,0)[0] intercept
Total fit time: 0.153 seconds
ARIMA(0,0,1)(0,0,0)[0] intercept
2696.782684360798
1065
Now the model for Store 24 and Dept 7 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2240.932, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2273.562, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2239.531, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2251.120, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2389.479, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2240.949, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2242.820, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2257.211, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.143 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
8595.871751366658
1066
Now the model for Store 24 and Dept 71 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1741.509, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1754.890, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1740.986, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1746.551, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2002.534, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1738.990, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1739.293, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1740.847, Time=0.05 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1740.983, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1752.524, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.256 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
1229.485641492693
1067
Now the model for Store 24 and Dept 72 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2343.375, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2351.171, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2343.919, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2346.709, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2513.336, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2344.012, Time=0.03 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2344.896, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=2346.767, Time=0.02 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2342.981, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=2342.642, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2344.138, Time=0.05 sec
ARIMA(3,0,0)(0,0,0)[0] : AIC=2354.274, Time=0.02 sec
Best model: ARIMA(3,0,0)(0,0,0)[0] intercept
Total fit time: 0.273 seconds
ARIMA(3,0,0)(0,0,0)[0] intercept
16620.718133192317
1068
Now the model for Store 24 and Dept 74 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1833.161, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1835.803, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1833.156, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1834.768, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2206.888, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1830.113, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1831.811, Time=0.04 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1831.949, Time=0.05 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1833.788, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.252 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
2009.9405635403762
1069
Now the model for Store 24 and Dept 79 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1780.442, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1807.383, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1784.385, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1795.522, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2293.116, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1776.223, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1774.203, Time=0.04 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1776.229, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1778.185, Time=0.08 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.346 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
1761.654264285385
1070
Now the model for Store 24 and Dept 8 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1918.105, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1914.163, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1916.133, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1916.178, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2445.515, Time=0.00 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.075 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
2684.3320116279037
1071
Now the model for Store 24 and Dept 80 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1857.214, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1863.285, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1856.944, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1858.941, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2336.102, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1857.193, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1858.425, Time=0.08 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=inf, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.195 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1757.1969861474888
1072
Now the model for Store 24 and Dept 81 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1805.960, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1824.350, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1805.205, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1811.448, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2308.505, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1806.474, Time=0.07 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1807.522, Time=0.07 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=inf, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.234 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1597.848898878265
1073
Now the model for Store 24 and Dept 82 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2103.573, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2130.386, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2101.562, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2108.509, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2287.539, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2103.481, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2105.521, Time=0.05 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2123.201, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.174 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
2894.9305972395277
1074
Now the model for Store 24 and Dept 83 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1653.318, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1672.885, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1651.489, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1657.851, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1961.661, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1653.065, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1654.982, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1682.667, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.152 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
509.96251194757224
1075
Now the model for Store 24 and Dept 85 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1627.148, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1657.077, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1630.181, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1622.820, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1815.259, Time=0.01 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1625.034, Time=0.07 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1626.700, Time=0.10 sec
ARIMA(0,0,1)(0,0,0)[0] : AIC=1721.436, Time=0.05 sec
Best model: ARIMA(0,0,1)(0,0,0)[0] intercept
Total fit time: 0.369 seconds
ARIMA(0,0,1)(0,0,0)[0] intercept
441.8148745448217
1076
Now the model for Store 24 and Dept 87 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1910.193, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1913.747, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1909.557, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1911.089, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2314.065, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1909.525, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1910.748, Time=0.04 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1911.168, Time=0.06 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1912.383, Time=0.08 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.309 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
3259.1056563539937
1077
Now the model for Store 24 and Dept 9 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2025.220, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2105.528, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2023.347, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2048.473, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2304.783, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2025.269, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2026.884, Time=0.10 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2033.793, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.246 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
7422.2123298933675
1078
Now the model for Store 24 and Dept 90 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2059.436, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2059.431, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2058.521, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2059.296, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2524.043, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2057.554, Time=0.04 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=2059.323, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2059.340, Time=0.07 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2061.067, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.324 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
4391.031890371024
1079
Now the model for Store 24 and Dept 91 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2004.164, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2004.761, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2003.601, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2002.477, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2460.154, Time=0.01 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=2004.119, Time=0.03 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2006.264, Time=0.05 sec
ARIMA(0,0,1)(0,0,0)[0] : AIC=2393.106, Time=0.01 sec
Best model: ARIMA(0,0,1)(0,0,0)[0] intercept
Total fit time: 0.183 seconds
ARIMA(0,0,1)(0,0,0)[0] intercept
4554.206812004148
1080
Now the model for Store 24 and Dept 92 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2174.722, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2170.990, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2172.758, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2172.778, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2626.477, Time=0.00 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.076 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
10682.602067441856
1081
Now the model for Store 24 and Dept 93 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1975.582, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1974.431, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1974.406, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1973.631, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2388.178, Time=0.00 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1975.052, Time=0.03 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1976.566, Time=0.04 sec
ARIMA(0,0,1)(0,0,0)[0] : AIC=2277.783, Time=0.04 sec
Best model: ARIMA(0,0,1)(0,0,0)[0] intercept
Total fit time: 0.171 seconds
ARIMA(0,0,1)(0,0,0)[0] intercept
5981.765810110124
1082
Now the model for Store 24 and Dept 94 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2013.189, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2076.813, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2023.434, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2053.599, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2455.096, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2013.765, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2013.764, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=2043.592, Time=0.02 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2015.463, Time=0.03 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=2012.149, Time=0.09 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=2010.871, Time=0.13 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2013.775, Time=0.06 sec
ARIMA(3,0,3)(0,0,0)[0] intercept : AIC=2009.337, Time=0.28 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=2009.089, Time=0.11 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=2010.530, Time=0.04 sec
ARIMA(2,0,3)(0,0,0)[0] : AIC=2012.157, Time=0.11 sec
Best model: ARIMA(2,0,3)(0,0,0)[0] intercept
Total fit time: 1.024 seconds
ARIMA(2,0,3)(0,0,0)[0] intercept
5847.467152380113
1083
Now the model for Store 24 and Dept 95 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2110.643, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2160.908, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2110.577, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2133.922, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2576.397, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2111.453, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2112.003, Time=0.05 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=inf, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.155 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
8745.44104662587
1084
Now the model for Store 24 and Dept 96 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1872.012, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1967.799, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1870.415, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1907.806, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2198.780, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1872.255, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1872.987, Time=0.06 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1881.209, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.186 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
3422.448628158875
1085
Now the model for Store 24 and Dept 97 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1823.487, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1839.334, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1821.901, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1822.850, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2250.163, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1823.000, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1825.995, Time=0.08 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=inf, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.178 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
2092.9599591031506
1086
Now the model for Store 24 and Dept 98 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1730.285, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1731.454, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1728.522, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1729.773, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2127.252, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1728.908, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1730.350, Time=0.06 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1779.633, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.167 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
760.5290058703217
1087
Now the model for Store 25 and Dept 1 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2105.226, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2143.503, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2108.709, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2107.804, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2299.919, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2105.256, Time=0.05 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2106.836, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=2104.260, Time=0.07 sec
ARIMA(0,0,3)(0,0,0)[0] intercept : AIC=2106.756, Time=0.03 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=2107.957, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] : AIC=2217.136, Time=0.01 sec
Best model: ARIMA(0,0,2)(0,0,0)[0] intercept
Total fit time: 0.281 seconds
ARIMA(0,0,2)(0,0,0)[0] intercept
6402.138817907976
1088
Now the model for Store 25 and Dept 10 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1906.758, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1958.320, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1904.901, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1926.340, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2271.452, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1906.796, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1908.736, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1924.991, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.154 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
2589.2721993303176
1089
Now the model for Store 25 and Dept 11 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1876.745, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1910.557, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1876.430, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1887.979, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2164.421, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1876.024, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1878.033, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1878.064, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1880.059, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1891.372, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.265 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
2397.43984288974
1090
Now the model for Store 25 and Dept 12 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1513.262, Time=0.10 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1624.491, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1521.369, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1568.950, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1901.927, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1515.233, Time=0.14 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1516.053, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1555.470, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1516.450, Time=0.02 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1516.275, Time=0.16 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1515.966, Time=0.05 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.644 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
771.6448317929276
1091
Now the model for Store 25 and Dept 13 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1787.845, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1819.112, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1794.385, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1806.110, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2315.869, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1782.658, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1780.927, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1781.944, Time=0.06 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1783.677, Time=0.12 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.04 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.392 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
1140.9116379857135
1092
Now the model for Store 25 and Dept 14 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1990.149, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2028.425, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1991.126, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2007.101, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2188.224, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1991.698, Time=0.03 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1994.269, Time=0.04 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1996.879, Time=0.03 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1990.223, Time=0.02 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1991.383, Time=0.08 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1994.327, Time=0.05 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.307 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
3545.335490732064
1093
Now the model for Store 25 and Dept 16 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2015.301, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2196.897, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2013.248, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2109.527, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2276.160, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2015.243, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2017.055, Time=0.05 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2013.641, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.172 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
9840.264537239507
1094
Now the model for Store 25 and Dept 17 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1835.181, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1877.622, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1838.374, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1853.804, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2149.121, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1835.604, Time=0.05 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1836.194, Time=0.04 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1848.155, Time=0.02 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1833.856, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1835.532, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1837.496, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.354 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
2043.0616021691824
1095
Now the model for Store 25 and Dept 2 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1968.948, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1983.912, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1968.716, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1973.195, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2390.529, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1967.379, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1969.102, Time=0.04 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1969.243, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1970.984, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.274 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
2687.6436864008883
1096
Now the model for Store 25 and Dept 20 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1592.676, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1637.310, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1594.808, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1609.764, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1949.243, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1593.786, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1593.132, Time=0.04 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1605.357, Time=0.08 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1593.169, Time=0.03 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1593.903, Time=0.10 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1596.915, Time=0.05 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.437 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
682.1795886227414
1097
Now the model for Store 25 and Dept 21 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1645.467, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1659.944, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1644.458, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1650.035, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2005.094, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1643.662, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1645.151, Time=0.04 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1645.482, Time=0.06 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1647.180, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.285 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
697.6685201212828
1098
Now the model for Store 25 and Dept 22 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1841.698, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1873.496, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1841.166, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1849.909, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2067.871, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1842.237, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1843.394, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1863.939, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.176 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1388.432306042582
1099
Now the model for Store 25 and Dept 23 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1985.158, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2020.267, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1983.188, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1995.295, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2237.567, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1985.045, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1987.051, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2005.283, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.126 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
2371.444444301391
1100
Now the model for Store 25 and Dept 24 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1652.277, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1681.581, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1650.819, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1663.812, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1904.241, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1650.975, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1650.790, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1650.841, Time=0.07 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1652.181, Time=0.05 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1650.622, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1648.739, Time=0.06 sec
ARIMA(0,0,3)(0,0,0)[0] intercept : AIC=1650.832, Time=0.08 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=1652.134, Time=0.04 sec
ARIMA(0,0,2)(0,0,0)[0] : AIC=1760.053, Time=0.10 sec
Best model: ARIMA(0,0,2)(0,0,0)[0] intercept
Total fit time: 0.555 seconds
ARIMA(0,0,2)(0,0,0)[0] intercept
632.7509509514755
1101
Now the model for Store 25 and Dept 25 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1730.398, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1767.328, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1728.673, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1741.670, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2065.148, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1730.115, Time=0.06 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1731.949, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1751.349, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.233 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
857.6637809782846
1102
Now the model for Store 25 and Dept 26 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1666.563, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1698.672, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1669.515, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1682.333, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1948.310, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1664.966, Time=0.03 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1662.935, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1664.951, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1666.964, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1675.701, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.245 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
698.3157358326426
1103
Now the model for Store 25 and Dept 27 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1511.798, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1573.312, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1510.450, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1533.866, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1739.361, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1511.511, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1513.321, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1524.660, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.190 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
302.8712860577034
1104
Now the model for Store 25 and Dept 28 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1281.088, Time=0.08 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1369.275, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1282.232, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1318.486, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1586.166, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1283.001, Time=0.03 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1282.737, Time=0.10 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1307.661, Time=0.10 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1281.132, Time=0.02 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1284.586, Time=0.13 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1287.873, Time=0.03 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.597 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
180.59930818958634
1105
Now the model for Store 25 and Dept 29 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1665.322, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1697.321, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1663.448, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1674.209, Time=0.09 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1934.395, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1664.757, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1665.771, Time=0.05 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1687.032, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.225 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
479.24323524159996
1106
Now the model for Store 25 and Dept 3 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1949.346, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2066.658, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1961.232, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1991.437, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2195.900, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1946.886, Time=0.03 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1944.840, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1946.829, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1948.855, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1959.858, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.254 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
5914.967736079446
1107
Now the model for Store 25 and Dept 30 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1468.240, Time=0.10 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1587.556, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1480.940, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1531.011, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1847.996, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1470.291, Time=0.09 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1470.085, Time=0.09 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1520.062, Time=0.08 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1472.098, Time=0.02 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=inf, Time=0.11 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1470.977, Time=0.06 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.640 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
409.90075110769766
1108
Now the model for Store 25 and Dept 31 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1564.190, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1585.383, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1562.379, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1568.133, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1793.122, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1563.845, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1565.756, Time=0.08 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1590.257, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.222 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
505.6736937666996
1109
Now the model for Store 25 and Dept 32 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1809.703, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1817.919, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1807.660, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1809.686, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1977.784, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1809.599, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1811.563, Time=0.05 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1840.754, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.133 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1044.1228040508777
1110
Now the model for Store 25 and Dept 33 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1622.422, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1645.429, Time=0.14 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1620.412, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1627.199, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1899.483, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1622.416, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1624.391, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1648.450, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.273 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
584.6602625919005
1111
Now the model for Store 25 and Dept 34 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1820.558, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1883.625, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1823.810, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1856.067, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2161.906, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1821.471, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1821.572, Time=0.02 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1834.984, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1819.669, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1821.393, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1823.353, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1828.617, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.322 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
2364.959399441721
1112
Now the model for Store 25 and Dept 35 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1543.065, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1578.477, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1542.760, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1557.101, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1840.235, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1540.705, Time=0.06 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1542.244, Time=0.09 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1542.582, Time=0.05 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1543.560, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1549.932, Time=0.03 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.376 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
547.8246120450784
1113
Now the model for Store 25 and Dept 36 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1514.550, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1621.488, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1514.021, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1556.058, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1755.603, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1514.239, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1516.413, Time=0.07 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1520.102, Time=0.02 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.219 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
649.1183871526136
1114
Now the model for Store 25 and Dept 37 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1494.514, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1557.375, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1494.661, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1519.235, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1889.605, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1496.290, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1496.337, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1506.929, Time=0.08 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1494.395, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1496.322, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1498.274, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.04 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.418 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
313.9087155906543
1115
Now the model for Store 25 and Dept 38 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1978.236, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1974.974, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1976.233, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1976.266, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2432.162, Time=0.00 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.069 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
4922.036904651166
1116
Now the model for Store 25 and Dept 4 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1759.889, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1803.345, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1766.970, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1785.479, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2269.957, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1754.720, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1752.935, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1754.712, Time=0.05 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1756.646, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.05 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.354 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
1133.2412702947777
1117
Now the model for Store 25 and Dept 40 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1841.572, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1837.680, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1838.589, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1840.275, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2413.018, Time=0.01 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.063 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
2455.919299999988
1118
Now the model for Store 25 and Dept 41 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1890.782, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1961.838, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1890.024, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1910.881, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2019.660, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1890.932, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1892.879, Time=0.05 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1895.431, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.183 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
2527.7662923592475
1119
Now the model for Store 25 and Dept 42 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1574.266, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1601.577, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1572.271, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1582.442, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1999.316, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1573.127, Time=0.04 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1574.608, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=inf, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.162 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
725.7597578878577
1120
Now the model for Store 25 and Dept 44 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1654.013, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1681.972, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1652.069, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1658.376, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1957.084, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1654.044, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1655.977, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1678.394, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.159 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
552.384623695616
1121
Now the model for Store 25 and Dept 46 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1861.223, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1905.361, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1859.236, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1869.733, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2253.137, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1861.239, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1863.221, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1881.659, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.166 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
2154.524892773844
1122
Now the model for Store 25 and Dept 49 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1800.745, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1811.290, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1799.577, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1802.904, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2153.742, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1800.343, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1802.260, Time=0.05 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1836.737, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.183 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1413.5411702324227
1123
Now the model for Store 25 and Dept 5 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2113.122, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2143.782, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2116.372, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2129.202, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2237.214, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2113.790, Time=0.02 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2115.498, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=2122.868, Time=0.02 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2112.527, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=2113.505, Time=0.02 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2115.246, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=2121.788, Time=0.01 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.219 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
4949.186627986223
1124
Now the model for Store 25 and Dept 50 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1507.959, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1517.854, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1507.161, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1509.664, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1826.466, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1507.998, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1509.567, Time=0.03 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1546.703, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.143 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
312.6346898926414
1125
Now the model for Store 25 and Dept 52 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1509.634, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1545.377, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1507.719, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1516.412, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1766.371, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1509.633, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1511.599, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1529.732, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.159 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
328.3017906235351
1126
Now the model for Store 25 and Dept 55 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1997.930, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2058.143, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1999.864, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2029.943, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2143.695, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1998.990, Time=0.03 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2000.328, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=2006.843, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1996.965, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1998.989, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2000.988, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=2002.521, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.299 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
4859.129330003903
1127
Now the model for Store 25 and Dept 56 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1865.063, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2004.019, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1864.281, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1934.573, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2051.538, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1864.363, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1868.693, Time=0.10 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1865.037, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.230 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
3273.6302020680228
1128
Now the model for Store 25 and Dept 59 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1385.994, Time=0.08 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1493.211, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1389.409, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1425.836, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1622.844, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1387.869, Time=0.12 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1387.539, Time=0.12 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1393.147, Time=0.12 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1386.300, Time=0.07 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1389.954, Time=0.06 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1395.829, Time=0.03 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.694 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
521.7726598974585
1129
Now the model for Store 25 and Dept 67 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1863.253, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1903.210, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1865.471, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1867.365, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2115.356, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1863.044, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1860.931, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1862.460, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1864.473, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1889.706, Time=0.01 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.269 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
2249.3851625030084
1130
Now the model for Store 25 and Dept 7 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2157.792, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2211.552, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2156.137, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2178.731, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2308.852, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2157.706, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2159.709, Time=0.03 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2167.182, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.120 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
5981.794394856475
1131
Now the model for Store 25 and Dept 71 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1635.757, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1642.662, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1634.719, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1636.396, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1910.369, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1635.961, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1637.425, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1675.711, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.150 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
569.8202803450795
1132
Now the model for Store 25 and Dept 72 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2317.044, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2320.049, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2316.709, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2318.217, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2447.423, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2316.601, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=2316.809, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2317.869, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2318.243, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=2337.298, Time=0.01 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.190 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
11485.890746112207
1133
Now the model for Store 25 and Dept 74 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1835.338, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1840.051, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1834.236, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1836.169, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2168.303, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1834.444, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1836.378, Time=0.03 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1879.663, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.128 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1475.7006116399
1134
Now the model for Store 25 and Dept 79 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1623.393, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1628.110, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1624.189, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1626.133, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2098.611, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1621.927, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1620.400, Time=0.04 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1621.551, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1623.488, Time=0.08 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.319 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
633.4426866965413
1135
Now the model for Store 25 and Dept 8 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1874.791, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1875.188, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1873.470, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1874.305, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2346.846, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1873.013, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1875.002, Time=0.05 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1875.002, Time=0.06 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1877.001, Time=0.16 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.05 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.419 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
1195.772065502464
1136
Now the model for Store 25 and Dept 81 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1567.590, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1574.995, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1565.860, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1566.310, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2074.246, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1567.516, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1569.552, Time=0.07 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=inf, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.177 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1482.4914981341979
1137
Now the model for Store 25 and Dept 82 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1939.428, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1970.904, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1938.392, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1947.918, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2158.479, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1939.126, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1941.137, Time=0.03 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1960.896, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.126 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1077.9529459741955
1138
Now the model for Store 25 and Dept 83 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1186.889, Time=0.08 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1285.507, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1186.817, Time=0.04 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1237.705, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1464.506, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1186.803, Time=0.04 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1188.343, Time=0.06 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1185.142, Time=0.11 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1186.710, Time=0.16 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1186.135, Time=0.18 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1188.802, Time=0.11 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=1188.693, Time=0.22 sec
ARIMA(2,0,1)(0,0,0)[0] : AIC=1192.464, Time=0.07 sec
Best model: ARIMA(2,0,1)(0,0,0)[0] intercept
Total fit time: 1.149 seconds
ARIMA(2,0,1)(0,0,0)[0] intercept
177.53115179440627
1139
Now the model for Store 25 and Dept 85 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1740.617, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1786.313, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1740.542, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1750.851, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1948.829, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1739.297, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1739.941, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1741.891, Time=0.06 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1741.769, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1759.782, Time=0.01 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.238 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
887.579312495684
1140
Now the model for Store 25 and Dept 87 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1658.228, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1672.974, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1658.502, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1662.180, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2036.494, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1659.923, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1659.062, Time=0.04 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1661.504, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1658.806, Time=0.03 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1658.665, Time=0.22 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1659.076, Time=0.06 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.561 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
809.7367790585315
1141
Now the model for Store 25 and Dept 9 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1960.299, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2013.417, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1958.644, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1980.752, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2214.562, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1960.181, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1962.039, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1974.312, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.139 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
4357.5862205206395
1142
Now the model for Store 25 and Dept 90 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1658.048, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1701.497, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1657.491, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1666.588, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2160.328, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1658.805, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1659.526, Time=0.19 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=inf, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.341 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
902.4246955083241
1143
Now the model for Store 25 and Dept 91 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1561.607, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1580.542, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1559.393, Time=0.04 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1566.763, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2073.383, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1559.875, Time=0.09 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1560.113, Time=0.16 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=inf, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.448 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
725.5518715997598
1144
Now the model for Store 25 and Dept 92 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1940.114, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1989.052, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1941.379, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1960.451, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2393.941, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1940.855, Time=0.05 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1941.481, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1947.634, Time=0.03 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1938.900, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1940.881, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1942.855, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.367 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
4622.655680475086
1145
Now the model for Store 25 and Dept 93 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1283.629, Time=0.11 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1341.968, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1285.833, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1308.712, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1608.199, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1285.910, Time=0.07 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1285.963, Time=0.05 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1297.434, Time=0.09 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1284.126, Time=0.06 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1287.596, Time=0.12 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1291.957, Time=0.04 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.610 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
231.3704085641975
1146
Now the model for Store 25 and Dept 95 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1930.406, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2011.584, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1932.618, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1962.949, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2422.459, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1932.108, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1931.662, Time=0.04 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1970.323, Time=0.03 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1931.278, Time=0.03 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1931.888, Time=0.10 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1936.563, Time=0.03 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.350 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
3811.162737117608
1147
Now the model for Store 25 and Dept 97 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1381.151, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1402.006, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1379.276, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1385.855, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1863.269, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1380.973, Time=0.06 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1382.767, Time=0.09 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=inf, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.295 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
264.2981149579263
1148
Now the model for Store 26 and Dept 1 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2012.524, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2048.228, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2014.476, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2013.675, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2278.770, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2013.146, Time=0.06 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2013.942, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=2012.740, Time=0.02 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2011.134, Time=0.05 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=2013.075, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2015.074, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=2040.544, Time=0.01 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.347 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
4447.246441700844
1149
Now the model for Store 26 and Dept 10 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1768.330, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1798.250, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1766.973, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1778.233, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2135.487, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1767.881, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1769.848, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1794.392, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.137 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1289.007225238924
1150
Now the model for Store 26 and Dept 11 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1977.962, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1980.048, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1976.058, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1977.042, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2191.576, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1977.847, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1979.872, Time=0.03 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2019.661, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.124 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
2958.915488260375
1151
Now the model for Store 26 and Dept 12 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1580.247, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1734.995, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1587.095, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1672.984, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1973.755, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1582.060, Time=0.03 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1582.354, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1628.886, Time=0.09 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1580.701, Time=0.03 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1582.942, Time=0.10 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1581.930, Time=0.02 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.420 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
1379.9286429045167
1152
Now the model for Store 26 and Dept 13 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1740.028, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1778.897, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1747.510, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1761.317, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2277.227, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1740.691, Time=0.05 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1737.914, Time=0.04 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1751.008, Time=0.06 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1735.561, Time=0.11 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=inf, Time=0.20 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=1731.781, Time=0.11 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=1733.199, Time=0.04 sec
ARIMA(3,0,3)(0,0,0)[0] intercept : AIC=inf, Time=0.27 sec
ARIMA(2,0,3)(0,0,0)[0] : AIC=1739.079, Time=0.08 sec
Best model: ARIMA(2,0,3)(0,0,0)[0] intercept
Total fit time: 1.068 seconds
ARIMA(2,0,3)(0,0,0)[0] intercept
1465.1652391117607
1153
Now the model for Store 26 and Dept 14 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1981.800, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2005.323, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1980.456, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1988.331, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2172.155, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1981.909, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1983.673, Time=0.03 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2005.489, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.111 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1592.0686503198597
1154
Now the model for Store 26 and Dept 16 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1993.013, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2164.919, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1992.389, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2103.603, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2231.903, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1993.628, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1994.183, Time=0.05 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1992.831, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.138 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
8050.817291089076
1155
Now the model for Store 26 and Dept 17 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1768.518, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1806.661, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1767.861, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1780.090, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2090.599, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1768.431, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1770.345, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1791.375, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.175 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1143.652076644662
1156
Now the model for Store 26 and Dept 19 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1438.800, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1472.207, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1442.994, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1452.193, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1730.366, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1439.553, Time=0.08 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1440.574, Time=0.07 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1451.222, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1439.642, Time=0.02 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1438.595, Time=0.11 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=1438.657, Time=0.11 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=1439.610, Time=0.16 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=1440.980, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1436.935, Time=0.06 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1436.114, Time=0.07 sec
ARIMA(3,0,0)(0,0,0)[0] : AIC=inf, Time=0.05 sec
Best model: ARIMA(3,0,0)(0,0,0)[0] intercept
Total fit time: 0.919 seconds
ARIMA(3,0,0)(0,0,0)[0] intercept
296.7466080201471
1157
Now the model for Store 26 and Dept 2 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1925.905, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1940.106, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1925.568, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1931.206, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2333.113, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1923.175, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1924.953, Time=0.04 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1925.107, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1926.961, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.288 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
2410.0141332725552
1158
Now the model for Store 26 and Dept 20 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1588.719, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1614.772, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1587.487, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1594.174, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1921.081, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1588.940, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1590.554, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1615.219, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.191 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
566.0143007946552
1159
Now the model for Store 26 and Dept 21 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1656.454, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1681.644, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1654.960, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1663.197, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2023.460, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1656.058, Time=0.05 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1658.069, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1684.837, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.204 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
958.6233905951001
1160
Now the model for Store 26 and Dept 22 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1767.742, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1777.743, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1767.336, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1771.542, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2038.867, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1765.947, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1767.947, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1767.952, Time=0.05 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1769.946, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1785.951, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.247 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
1157.0305595955226
1161
Now the model for Store 26 and Dept 23 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1946.061, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1972.746, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1944.366, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1953.927, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2199.512, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1945.653, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1947.482, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1970.281, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.132 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
2380.0530824902744
1162
Now the model for Store 26 and Dept 24 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1674.232, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1724.153, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1672.584, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1688.053, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1895.365, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1673.984, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1676.242, Time=0.06 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1688.092, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.180 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
771.4319475671435
1163
Now the model for Store 26 and Dept 25 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1718.097, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1753.546, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1716.735, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1727.635, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2043.507, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1718.145, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1719.873, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1739.658, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.168 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1074.0712490491117
1164
Now the model for Store 26 and Dept 26 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1645.006, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1678.571, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1644.261, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1652.745, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1931.073, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1645.343, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1646.712, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1667.605, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.159 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
654.1326467524609
1165
Now the model for Store 26 and Dept 27 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1432.080, Time=0.09 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1476.144, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1435.514, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1453.197, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1677.217, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1430.875, Time=0.03 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1429.223, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1430.516, Time=0.08 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1432.468, Time=0.10 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1437.826, Time=0.03 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.422 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
232.2755541056113
1166
Now the model for Store 26 and Dept 28 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1212.663, Time=0.10 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1253.971, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1215.221, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1231.865, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1492.123, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1213.600, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1213.743, Time=0.06 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1216.082, Time=0.08 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1211.612, Time=0.08 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1213.510, Time=0.07 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1215.500, Time=0.09 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1224.042, Time=0.03 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.663 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
128.57310574478706
1167
Now the model for Store 26 and Dept 29 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1641.783, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1677.001, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1639.847, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1648.198, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1915.526, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1641.711, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1643.737, Time=0.03 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1662.679, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.157 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
574.695673413598
1168
Now the model for Store 26 and Dept 3 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1853.696, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1926.994, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1853.167, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1875.376, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2089.563, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1853.280, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1855.323, Time=0.05 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1865.090, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.171 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
2278.3835142329813
1169
Now the model for Store 26 and Dept 30 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1455.018, Time=0.10 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1554.357, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1459.363, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1500.448, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1850.500, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1457.429, Time=0.09 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1455.760, Time=0.12 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1488.161, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1457.854, Time=0.02 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1456.965, Time=0.09 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1459.874, Time=0.05 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.645 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
328.56466677790144
1170
Now the model for Store 26 and Dept 31 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1515.931, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1554.160, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1514.339, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1521.264, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1743.726, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1515.836, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1517.857, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1534.942, Time=0.02 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.193 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
349.06931681376847
1171
Now the model for Store 26 and Dept 32 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1827.187, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1835.348, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1825.166, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1826.852, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1986.364, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1827.171, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1829.198, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1857.748, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.131 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
946.5123257864304
1172
Now the model for Store 26 and Dept 33 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1687.104, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1710.637, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1685.359, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1692.130, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1911.245, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1686.920, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1688.957, Time=0.03 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1710.951, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.147 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
775.9335597899415
1173
Now the model for Store 26 and Dept 34 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1753.586, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1772.164, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1752.654, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1757.857, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2089.575, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1753.754, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1755.379, Time=0.05 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1784.269, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.190 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1358.8202635439586
1174
Now the model for Store 26 and Dept 35 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1513.409, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1534.462, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1514.890, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1523.079, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1815.057, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1512.704, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1510.681, Time=0.01 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1512.672, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1514.688, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1526.854, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.277 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
442.3445375059626
1175
Now the model for Store 26 and Dept 36 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1555.642, Time=0.10 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1608.636, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1554.815, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1577.419, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1728.808, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1555.185, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1556.465, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1567.448, Time=0.02 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.246 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
495.1915375347085
1176
Now the model for Store 26 and Dept 38 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2098.735, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2094.902, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2096.234, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2095.954, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2596.344, Time=0.01 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.080 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
8537.883488372096
1177
Now the model for Store 26 and Dept 4 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1759.548, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1819.530, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1770.617, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1795.030, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2304.970, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1757.628, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1757.259, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1758.134, Time=0.05 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1759.272, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.323 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
2028.5828284327215
1178
Now the model for Store 26 and Dept 40 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1816.352, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1818.077, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1816.672, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1817.670, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2390.641, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1815.367, Time=0.10 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1814.600, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1812.511, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1814.500, Time=0.15 sec
ARIMA(3,0,0)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(3,0,0)(0,0,0)[0] intercept
Total fit time: 0.430 seconds
ARIMA(3,0,0)(0,0,0)[0] intercept
2004.2823419188694
1179
Now the model for Store 26 and Dept 41 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1576.651, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1605.287, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1574.829, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1583.657, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1764.796, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1576.464, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1578.372, Time=0.03 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1595.710, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.158 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
445.9890440554558
1180
Now the model for Store 26 and Dept 42 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1511.436, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1536.991, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1516.298, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1524.827, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1874.773, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1510.262, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1509.704, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1508.439, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1510.430, Time=0.05 sec
ARIMA(3,0,0)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(3,0,0)(0,0,0)[0] intercept
Total fit time: 0.294 seconds
ARIMA(3,0,0)(0,0,0)[0] intercept
310.9647629397516
1181
Now the model for Store 26 and Dept 44 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1625.958, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1676.288, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1627.596, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1645.666, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1947.242, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1627.158, Time=0.03 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1626.790, Time=0.08 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1637.950, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1625.381, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1626.901, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1628.913, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.391 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
653.9127569897262
1182
Now the model for Store 26 and Dept 46 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1801.140, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1834.484, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1799.136, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1808.800, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2129.760, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1801.048, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1802.836, Time=0.06 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1823.467, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.184 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
944.8468978553069
1183
Now the model for Store 26 and Dept 49 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1662.135, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1672.921, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1662.770, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1666.070, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1916.843, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1662.997, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1663.846, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1665.986, Time=0.02 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1661.780, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1661.540, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1663.463, Time=0.05 sec
ARIMA(3,0,0)(0,0,0)[0] : AIC=1673.925, Time=0.03 sec
Best model: ARIMA(3,0,0)(0,0,0)[0] intercept
Total fit time: 0.316 seconds
ARIMA(3,0,0)(0,0,0)[0] intercept
687.9601107431037
1184
Now the model for Store 26 and Dept 5 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2093.468, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2136.805, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2096.421, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2113.893, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2283.773, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2094.400, Time=0.03 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2095.608, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=2107.205, Time=0.02 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2092.613, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=2094.385, Time=0.02 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2096.301, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=2102.134, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.276 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
6987.415544707825
1185
Now the model for Store 26 and Dept 52 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1500.971, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1528.642, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1501.768, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1511.399, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1790.346, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1502.103, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1502.236, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1507.649, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1500.313, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1501.719, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1503.723, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1516.770, Time=0.01 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.323 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
409.03183364706814
1186
Now the model for Store 26 and Dept 55 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1976.518, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2042.337, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1979.973, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2010.391, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2166.042, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1977.367, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1978.753, Time=0.02 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1987.476, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1975.339, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1977.320, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1979.342, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1980.954, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.353 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
6397.554452208578
1187
Now the model for Store 26 and Dept 56 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1837.990, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1989.497, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1836.017, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1915.584, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2032.609, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1837.929, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1839.929, Time=0.06 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1836.092, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.187 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
3015.133578123866
1188
Now the model for Store 26 and Dept 59 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1338.367, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1446.439, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1345.848, Time=0.04 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1374.340, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1507.786, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1339.412, Time=0.13 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1338.666, Time=0.15 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1338.768, Time=0.09 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1337.762, Time=0.06 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1339.347, Time=0.07 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1341.340, Time=0.09 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1346.302, Time=0.03 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.787 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
168.18497905430766
1189
Now the model for Store 26 and Dept 6 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1926.355, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1923.443, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1924.364, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1924.523, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2033.489, Time=0.00 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.055 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
1735.228969767442
1190
Now the model for Store 26 and Dept 67 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1833.217, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1870.616, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1834.949, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1833.580, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2062.423, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1834.137, Time=0.06 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1833.780, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1832.250, Time=0.06 sec
ARIMA(0,0,3)(0,0,0)[0] intercept : AIC=1833.685, Time=0.02 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=1835.699, Time=0.04 sec
ARIMA(0,0,2)(0,0,0)[0] : AIC=1924.383, Time=0.06 sec
Best model: ARIMA(0,0,2)(0,0,0)[0] intercept
Total fit time: 0.349 seconds
ARIMA(0,0,2)(0,0,0)[0] intercept
1869.8368645404885
1191
Now the model for Store 26 and Dept 7 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2135.003, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2180.783, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2133.549, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2149.365, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2284.985, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2134.972, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2136.914, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2147.053, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.158 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
5573.441869915623
1192
Now the model for Store 26 and Dept 71 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1653.658, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1665.915, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1653.194, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1657.621, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1892.913, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1651.128, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1652.239, Time=0.10 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1653.146, Time=0.09 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1653.094, Time=0.13 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1667.185, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.550 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
717.8409551618882
1193
Now the model for Store 26 and Dept 72 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2303.844, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2304.490, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2302.922, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2303.855, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2452.797, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2303.042, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2304.665, Time=0.03 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2345.410, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.116 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
8745.716418249383
1194
Now the model for Store 26 and Dept 74 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1748.313, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1763.167, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1748.010, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1752.676, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2100.300, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1748.081, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1749.765, Time=0.05 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1784.721, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.170 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1255.4283053695842
1195
Now the model for Store 26 and Dept 79 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1695.348, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1697.797, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1693.563, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1694.503, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2170.250, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1695.279, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1697.158, Time=0.10 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=inf, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.213 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1146.0025244816236
1196
Now the model for Store 26 and Dept 8 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1830.840, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1828.840, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1829.760, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1830.406, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2338.569, Time=0.00 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.069 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
1620.0698441860454
1197
Now the model for Store 26 and Dept 80 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1793.326, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1833.423, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1796.768, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1813.103, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2260.648, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1794.229, Time=0.03 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1795.062, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1794.467, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1792.742, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1794.391, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1795.843, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.408 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
1639.5656263218789
1198
Now the model for Store 26 and Dept 81 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1774.972, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1824.370, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1782.124, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1801.726, Time=0.17 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2257.469, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1775.722, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1775.456, Time=0.08 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1782.210, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1776.307, Time=0.02 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1773.419, Time=0.08 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=1756.850, Time=0.13 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1775.799, Time=0.07 sec
ARIMA(3,0,3)(0,0,0)[0] intercept : AIC=1751.754, Time=0.25 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=1770.003, Time=0.10 sec
ARIMA(3,0,3)(0,0,0)[0] : AIC=1762.364, Time=0.21 sec
Best model: ARIMA(3,0,3)(0,0,0)[0] intercept
Total fit time: 1.288 seconds
ARIMA(3,0,3)(0,0,0)[0] intercept
1863.3750438894122
1199
Now the model for Store 26 and Dept 82 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1963.528, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2015.884, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1961.746, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1979.880, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2210.235, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1963.360, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1965.342, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1977.677, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.127 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1818.0495079950035
1200
Now the model for Store 26 and Dept 83 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1618.467, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1659.108, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1620.820, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1637.267, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1897.307, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1618.705, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1619.653, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1624.296, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1616.674, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1618.673, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1620.695, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1628.206, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.342 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
591.811980905641
1201
Now the model for Store 26 and Dept 85 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1559.290, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1614.043, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1557.983, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1572.089, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1820.853, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1559.026, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1561.226, Time=0.06 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1574.574, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.188 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
543.6747830747047
1202
Now the model for Store 26 and Dept 87 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1916.991, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1969.016, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1925.845, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1946.035, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2251.004, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1916.834, Time=0.03 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1918.121, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1915.372, Time=0.05 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1916.075, Time=0.03 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=1907.031, Time=0.11 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1912.627, Time=0.07 sec
ARIMA(3,0,3)(0,0,0)[0] intercept : AIC=inf, Time=0.18 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=1920.022, Time=0.11 sec
ARIMA(3,0,2)(0,0,0)[0] : AIC=1908.292, Time=0.08 sec
Best model: ARIMA(3,0,2)(0,0,0)[0] intercept
Total fit time: 0.788 seconds
ARIMA(3,0,2)(0,0,0)[0] intercept
5912.979316531257
1203
Now the model for Store 26 and Dept 9 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1935.301, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2043.587, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1937.628, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2002.386, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2241.541, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1936.962, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1938.394, Time=0.02 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1981.787, Time=0.02 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1935.318, Time=0.03 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=inf, Time=0.18 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1936.849, Time=0.03 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.382 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
5604.503509984275
1204
Now the model for Store 26 and Dept 90 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2028.626, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2029.042, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2027.992, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2029.129, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2474.254, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2022.634, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=2024.600, Time=0.04 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2024.579, Time=0.05 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2026.553, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.264 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
3817.53892022088
1205
Now the model for Store 26 and Dept 91 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1992.005, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1986.661, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1987.786, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1986.988, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2401.025, Time=0.00 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.066 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
3662.8732186046514
1206
Now the model for Store 26 and Dept 92 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2147.326, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2143.577, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2145.290, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2145.345, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2551.613, Time=0.00 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.064 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
9531.568720930218
1207
Now the model for Store 26 and Dept 93 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1950.565, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1946.211, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1948.208, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1948.256, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2314.107, Time=0.00 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.060 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
3729.1640418604643
1208
Now the model for Store 26 and Dept 94 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1970.220, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2046.705, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1984.412, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2023.301, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2416.764, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1968.194, Time=0.03 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1967.499, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1969.098, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1970.156, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.255 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
4941.471955937995
1209
Now the model for Store 26 and Dept 95 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2070.949, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2094.359, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2075.493, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2084.714, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2515.661, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2070.355, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2069.921, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=2070.720, Time=0.06 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2070.975, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.295 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
7609.57374263169
1210
Now the model for Store 26 and Dept 96 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1900.482, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1986.299, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1898.493, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1932.334, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2254.792, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1900.479, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1902.106, Time=0.06 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1911.035, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.202 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
4718.437098875841
1211
Now the model for Store 26 and Dept 97 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1838.507, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1859.835, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1839.644, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1847.769, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2208.038, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1839.752, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1838.787, Time=0.04 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1842.990, Time=0.02 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1839.081, Time=0.02 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1835.650, Time=0.17 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=1814.641, Time=0.11 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1838.689, Time=0.05 sec
ARIMA(3,0,3)(0,0,0)[0] intercept : AIC=1811.219, Time=0.19 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=1829.643, Time=0.10 sec
ARIMA(3,0,3)(0,0,0)[0] : AIC=1815.353, Time=0.23 sec
Best model: ARIMA(3,0,3)(0,0,0)[0] intercept
Total fit time: 1.054 seconds
ARIMA(3,0,3)(0,0,0)[0] intercept
2262.6441207721327
1212
Now the model for Store 26 and Dept 98 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1696.779, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1700.310, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1694.830, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1696.345, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2094.042, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1696.380, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1698.250, Time=0.06 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1741.639, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.156 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1233.0141778161483
1213
Now the model for Store 27 and Dept 1 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2187.545, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2220.652, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2192.381, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2187.223, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2378.494, Time=0.00 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=2186.573, Time=0.02 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2188.500, Time=0.03 sec
ARIMA(0,0,3)(0,0,0)[0] intercept : AIC=2188.283, Time=0.02 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=2189.994, Time=0.04 sec
ARIMA(0,0,2)(0,0,0)[0] : AIC=2296.220, Time=0.02 sec
Best model: ARIMA(0,0,2)(0,0,0)[0] intercept
Total fit time: 0.188 seconds
ARIMA(0,0,2)(0,0,0)[0] intercept
9100.156998420865
1214
Now the model for Store 27 and Dept 10 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1927.623, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1949.378, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1925.859, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1932.301, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2393.231, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1927.409, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1929.395, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=inf, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.186 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
3335.659505765881
1215
Now the model for Store 27 and Dept 11 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2101.146, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2125.704, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2099.273, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2107.964, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2299.046, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2101.037, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2103.075, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2123.628, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.152 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
7358.741750161003
1216
Now the model for Store 27 and Dept 12 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1569.257, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1642.644, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1581.228, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1610.770, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1949.895, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1570.004, Time=0.03 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1570.080, Time=0.02 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1598.297, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1570.656, Time=0.02 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1571.470, Time=0.09 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1571.259, Time=0.04 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.367 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
321.90898137812286
1217
Now the model for Store 27 and Dept 13 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1971.572, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1983.198, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1974.842, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1978.317, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2464.714, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1970.139, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1969.848, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1967.548, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1969.792, Time=0.05 sec
ARIMA(3,0,0)(0,0,0)[0] : AIC=inf, Time=0.04 sec
Best model: ARIMA(3,0,0)(0,0,0)[0] intercept
Total fit time: 0.274 seconds
ARIMA(3,0,0)(0,0,0)[0] intercept
3181.781643939113
1218
Now the model for Store 27 and Dept 14 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2135.233, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2149.049, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2136.049, Time=0.06 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2141.171, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2361.185, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2136.090, Time=0.03 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2138.636, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=2138.635, Time=0.02 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2134.637, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=2135.785, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2137.405, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=2151.498, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.302 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
5281.492126501561
1219
Now the model for Store 27 and Dept 16 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2132.350, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2293.997, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2130.683, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2234.061, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2369.105, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2132.586, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2133.532, Time=0.05 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2131.423, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.147 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
15692.475982725315
1220
Now the model for Store 27 and Dept 17 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1924.183, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1944.100, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1925.603, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1932.795, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2265.439, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1925.058, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1925.502, Time=0.08 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1929.609, Time=0.03 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1923.730, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1924.551, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1926.340, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.343 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
3065.3921766184126
1221
Now the model for Store 27 and Dept 19 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1346.295, Time=0.08 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1522.323, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1355.441, Time=0.04 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1453.206, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1580.856, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1347.726, Time=0.13 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1347.772, Time=0.12 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1410.478, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1346.050, Time=0.08 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1347.779, Time=0.12 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1349.708, Time=0.19 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1345.903, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1356.591, Time=0.01 sec
ARIMA(3,0,0)(0,0,0)[0] : AIC=1347.493, Time=0.05 sec
ARIMA(2,0,1)(0,0,0)[0] : AIC=1347.389, Time=0.05 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1345.853, Time=0.04 sec
ARIMA(0,0,1)(0,0,0)[0] : AIC=1498.549, Time=0.03 sec
ARIMA(1,0,2)(0,0,0)[0] : AIC=1347.455, Time=0.07 sec
ARIMA(0,0,2)(0,0,0)[0] : AIC=1444.456, Time=0.06 sec
ARIMA(2,0,2)(0,0,0)[0] : AIC=1346.086, Time=0.10 sec
Best model: ARIMA(1,0,1)(0,0,0)[0]
Total fit time: 1.335 seconds
ARIMA(1,0,1)(0,0,0)[0]
604.0463479397001
1222
Now the model for Store 27 and Dept 2 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2091.169, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2106.067, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2094.079, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2098.874, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2543.535, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2089.880, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2089.027, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=2088.523, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2090.533, Time=0.08 sec
ARIMA(3,0,0)(0,0,0)[0] : AIC=inf, Time=0.07 sec
Best model: ARIMA(3,0,0)(0,0,0)[0] intercept
Total fit time: 0.320 seconds
ARIMA(3,0,0)(0,0,0)[0] intercept
6312.310713863641
1223
Now the model for Store 27 and Dept 20 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1823.997, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1835.713, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1825.203, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1829.652, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2157.201, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1824.178, Time=0.03 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1824.691, Time=0.04 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1827.343, Time=0.02 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1822.657, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1823.827, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1825.653, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1842.739, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.290 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
1922.9096704922927
1224
Now the model for Store 27 and Dept 21 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1735.944, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1748.373, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1734.514, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1738.978, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2063.448, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1735.259, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1737.204, Time=0.06 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1771.598, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.144 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
978.8594550790772
1225
Now the model for Store 27 and Dept 22 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1947.903, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1950.242, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1947.152, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1948.593, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2253.812, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1946.569, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1948.269, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1948.423, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1950.201, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1972.216, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.225 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
2523.408790071924
1226
Now the model for Store 27 and Dept 23 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2112.880, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2139.390, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2112.608, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2123.434, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2402.142, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2111.580, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=2113.441, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2113.480, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2115.400, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=2126.610, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.246 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
5835.624994827133
1227
Now the model for Store 27 and Dept 24 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1874.486, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1892.071, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1873.557, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1880.736, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2136.576, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1873.704, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1875.717, Time=0.03 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1904.403, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.142 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
2026.3502487426551
1228
Now the model for Store 27 and Dept 25 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1831.434, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1862.415, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1829.460, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1840.429, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2187.297, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1831.323, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1833.228, Time=0.06 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1853.771, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.150 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1845.5442662225664
1229
Now the model for Store 27 and Dept 26 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1857.436, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1891.779, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1857.722, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1870.700, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2179.655, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1858.780, Time=0.03 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1859.322, Time=0.04 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1865.368, Time=0.02 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1856.873, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1858.744, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1860.696, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1872.171, Time=0.01 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.290 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
2052.6019868551953
1230
Now the model for Store 27 and Dept 27 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1583.127, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1604.296, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1583.473, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1590.644, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1832.189, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1584.333, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1584.517, Time=0.04 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1585.530, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1582.542, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1584.171, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1586.035, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1598.640, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.341 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
318.0164572287113
1231
Now the model for Store 27 and Dept 28 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1367.798, Time=0.08 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1469.771, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1375.639, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1426.010, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1682.248, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1367.159, Time=0.08 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1365.119, Time=0.09 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1367.186, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1369.094, Time=0.11 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.495 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
283.26794737269546
1232
Now the model for Store 27 and Dept 29 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1818.453, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1832.908, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1816.630, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1821.220, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2088.779, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1818.303, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1820.261, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1850.248, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.153 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1027.261209421847
1233
Now the model for Store 27 and Dept 3 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2048.183, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2215.084, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2055.846, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2129.599, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2310.708, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2042.921, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2042.070, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=2040.808, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2042.549, Time=0.05 sec
ARIMA(3,0,0)(0,0,0)[0] : AIC=2049.139, Time=0.02 sec
Best model: ARIMA(3,0,0)(0,0,0)[0] intercept
Total fit time: 0.270 seconds
ARIMA(3,0,0)(0,0,0)[0] intercept
13003.883654340634
1234
Now the model for Store 27 and Dept 30 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1644.869, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1706.888, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1653.381, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1678.092, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1996.125, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1645.500, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1644.369, Time=0.07 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1664.498, Time=0.07 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=inf, Time=0.20 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=1645.978, Time=0.10 sec
ARIMA(0,0,3)(0,0,0)[0] intercept : AIC=1661.409, Time=0.08 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=inf, Time=0.22 sec
ARIMA(1,0,2)(0,0,0)[0] : AIC=1648.436, Time=0.08 sec
Best model: ARIMA(1,0,2)(0,0,0)[0] intercept
Total fit time: 0.949 seconds
ARIMA(1,0,2)(0,0,0)[0] intercept
978.1285653011084
1235
Now the model for Store 27 and Dept 31 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1718.462, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1777.575, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1716.710, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1735.758, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1948.544, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1718.353, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1720.382, Time=0.03 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1731.226, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.154 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1332.0387820394553
1236
Now the model for Store 27 and Dept 32 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1938.538, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1947.984, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1937.426, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1940.379, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2118.698, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1938.252, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1940.155, Time=0.03 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1971.063, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.122 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1549.3184869028432
1237
Now the model for Store 27 and Dept 33 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1870.056, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1892.092, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1868.065, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1875.817, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2142.704, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1869.931, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1871.841, Time=0.05 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1896.709, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.146 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
2223.3192889774755
1238
Now the model for Store 27 and Dept 34 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1932.172, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2007.151, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1934.064, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1974.827, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2271.703, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1933.983, Time=0.03 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1934.034, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1946.595, Time=0.08 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1932.862, Time=0.02 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=inf, Time=0.15 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1937.745, Time=0.02 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.405 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
3732.748202731927
1239
Now the model for Store 27 and Dept 35 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1625.996, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1674.846, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1627.724, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1649.554, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1922.985, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1625.157, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1623.538, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1625.140, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1627.067, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1634.469, Time=0.04 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.327 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
1151.0007205453915
1240
Now the model for Store 27 and Dept 36 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1711.563, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1772.916, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1710.436, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1725.996, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1892.859, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1711.842, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1713.947, Time=0.07 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1721.647, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.223 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1613.9128295238936
1241
Now the model for Store 27 and Dept 37 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1463.164, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1483.871, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1463.369, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1469.126, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1864.050, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1464.482, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1464.483, Time=0.10 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1467.080, Time=0.09 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1462.843, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1463.478, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1464.391, Time=0.11 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.543 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
332.8416633445231
1242
Now the model for Store 27 and Dept 38 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1980.835, Time=0.08 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1976.933, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1978.827, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1979.139, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2406.900, Time=0.00 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.123 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
4402.238025581398
1243
Now the model for Store 27 and Dept 4 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1946.793, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1965.316, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1949.033, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1955.934, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2426.270, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1945.946, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1944.121, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1945.660, Time=0.05 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1947.702, Time=0.09 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.335 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
2891.5281377894175
1244
Now the model for Store 27 and Dept 40 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1990.120, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1989.375, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1988.518, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1989.887, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2517.188, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1984.551, Time=0.04 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1985.471, Time=0.06 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1987.107, Time=0.06 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1988.408, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.01 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.324 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
2347.8943672901732
1245
Now the model for Store 27 and Dept 41 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1658.486, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1670.671, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1656.806, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1660.798, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1852.168, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1657.681, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1659.575, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1686.919, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.129 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
608.3167957925984
1246
Now the model for Store 27 and Dept 42 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1689.675, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1701.799, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1691.302, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1696.584, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2133.490, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1685.386, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1683.613, Time=0.04 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1684.270, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1685.965, Time=0.08 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.324 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
664.3563902602298
1247
Now the model for Store 27 and Dept 44 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1721.763, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1758.804, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1720.648, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1733.775, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2005.001, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1721.656, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1723.635, Time=0.03 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1743.353, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.196 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
798.9406816154075
1248
Now the model for Store 27 and Dept 46 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2019.483, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2044.606, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2020.176, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2028.023, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2395.984, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2020.985, Time=0.05 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2021.579, Time=0.06 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=2026.491, Time=0.03 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2019.945, Time=0.03 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=2021.856, Time=0.20 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=2026.991, Time=0.04 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.472 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
5255.263844450501
1249
Now the model for Store 27 and Dept 49 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1781.127, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1777.298, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1779.228, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1779.236, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2144.515, Time=0.00 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.090 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
1270.677104651163
1250
Now the model for Store 27 and Dept 5 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2232.032, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2263.855, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2232.243, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2244.955, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2389.550, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2233.688, Time=0.03 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2234.666, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=2240.240, Time=0.02 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2232.356, Time=0.02 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=2234.779, Time=0.09 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=2239.021, Time=0.02 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.262 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
12681.048202287793
1251
Now the model for Store 27 and Dept 50 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1557.640, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1561.414, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1555.539, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1555.075, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1875.180, Time=0.00 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1557.049, Time=0.02 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1558.747, Time=0.05 sec
ARIMA(0,0,1)(0,0,0)[0] : AIC=1775.737, Time=0.03 sec
Best model: ARIMA(0,0,1)(0,0,0)[0] intercept
Total fit time: 0.178 seconds
ARIMA(0,0,1)(0,0,0)[0] intercept
417.7463399041163
1252
Now the model for Store 27 and Dept 52 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1573.502, Time=0.09 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1658.206, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1592.951, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1627.683, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1834.432, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1575.893, Time=0.03 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1574.680, Time=0.13 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1603.914, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1575.741, Time=0.02 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1572.731, Time=0.13 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=1573.830, Time=0.21 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=1573.152, Time=0.17 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=1576.508, Time=0.18 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1577.860, Time=0.05 sec
ARIMA(3,0,3)(0,0,0)[0] intercept : AIC=inf, Time=0.23 sec
ARIMA(2,0,2)(0,0,0)[0] : AIC=1573.780, Time=0.10 sec
Best model: ARIMA(2,0,2)(0,0,0)[0] intercept
Total fit time: 1.514 seconds
ARIMA(2,0,2)(0,0,0)[0] intercept
888.2701610612701
1253
Now the model for Store 27 and Dept 54 will be created
(100, 2)
(37, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1175.279, Time=0.10 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1198.044, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1189.285, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1192.683, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1288.171, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1177.095, Time=0.14 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1177.042, Time=0.15 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1191.225, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1186.066, Time=0.07 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=inf, Time=0.17 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1176.642, Time=0.03 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.808 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
67.41564978184716
1254
Now the model for Store 27 and Dept 55 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2122.468, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2167.600, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2127.062, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2149.064, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2272.038, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2117.975, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2118.330, Time=0.02 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2119.233, Time=0.09 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=2117.423, Time=0.07 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2123.325, Time=0.02 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=2118.559, Time=0.11 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=2117.810, Time=0.13 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=2126.023, Time=0.03 sec
ARIMA(3,0,3)(0,0,0)[0] intercept : AIC=2114.930, Time=0.20 sec
ARIMA(3,0,3)(0,0,0)[0] : AIC=2118.688, Time=0.17 sec
Best model: ARIMA(3,0,3)(0,0,0)[0] intercept
Total fit time: 0.969 seconds
ARIMA(3,0,3)(0,0,0)[0] intercept
10778.42061434646
1255
Now the model for Store 27 and Dept 56 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1867.923, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2032.188, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1865.872, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1956.769, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2084.831, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1867.870, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1869.272, Time=0.05 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1865.965, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.171 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
4631.119734963662
1256
Now the model for Store 27 and Dept 59 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1831.614, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1900.259, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1829.673, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1856.355, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1920.168, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1831.610, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1833.172, Time=0.06 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1831.352, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.225 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1488.974132345211
1257
Now the model for Store 27 and Dept 6 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2016.838, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2015.303, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2014.937, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2015.245, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2140.311, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2016.799, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2018.728, Time=0.03 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2056.575, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.120 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
4320.877782360636
1258
Now the model for Store 27 and Dept 67 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1997.457, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2023.383, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1997.500, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1998.109, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2194.718, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1998.494, Time=0.05 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1999.265, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1997.434, Time=0.02 sec
ARIMA(0,0,3)(0,0,0)[0] intercept : AIC=1999.706, Time=0.03 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=2000.928, Time=0.04 sec
ARIMA(0,0,2)(0,0,0)[0] : AIC=2118.656, Time=0.02 sec
Best model: ARIMA(0,0,2)(0,0,0)[0] intercept
Total fit time: 0.252 seconds
ARIMA(0,0,2)(0,0,0)[0] intercept
3646.887845807631
1259
Now the model for Store 27 and Dept 7 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2337.883, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2379.726, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2336.253, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2352.733, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2481.094, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2337.654, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2339.680, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2350.051, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.118 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
15321.6556371023
1260
Now the model for Store 27 and Dept 71 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1845.387, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1849.258, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1844.031, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1846.180, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2155.728, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1843.603, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1845.663, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1845.638, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1847.593, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.233 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
1872.609570862182
1261
Now the model for Store 27 and Dept 72 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2459.696, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2457.706, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2458.589, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2458.928, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2570.757, Time=0.00 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.065 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
23961.45078604653
1262
Now the model for Store 27 and Dept 74 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1950.027, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1956.459, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1950.473, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1953.294, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2336.418, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1948.330, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1946.352, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1948.321, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1950.308, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.262 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
3131.204905114479
1263
Now the model for Store 27 and Dept 79 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1905.822, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1914.885, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1905.606, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1908.730, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2391.951, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1903.987, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1901.740, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1904.768, Time=0.06 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1906.281, Time=0.05 sec
ARIMA(3,0,0)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(3,0,0)(0,0,0)[0] intercept
Total fit time: 0.283 seconds
ARIMA(3,0,0)(0,0,0)[0] intercept
2442.5549004454256
1264
Now the model for Store 27 and Dept 8 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1934.439, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1931.893, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1932.325, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1932.510, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2419.866, Time=0.00 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.103 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
2825.2642720930303
1265
Now the model for Store 27 and Dept 80 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1820.525, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1825.880, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1819.525, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1821.866, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2330.972, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1818.899, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1820.834, Time=0.04 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1820.995, Time=0.05 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1822.934, Time=0.08 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.335 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
2445.4973837269786
1266
Now the model for Store 27 and Dept 81 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1852.588, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1863.557, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1854.853, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1859.285, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2349.747, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1850.114, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1848.252, Time=0.04 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1850.102, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1852.068, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.270 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
2293.8547292590288
1267
Now the model for Store 27 and Dept 82 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2173.608, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2203.536, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2172.857, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2182.969, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2346.915, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2173.069, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2175.106, Time=0.02 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2193.216, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.115 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
3488.839516873916
1268
Now the model for Store 27 and Dept 83 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1785.064, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1807.974, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1784.924, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1792.086, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2120.201, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1784.301, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1785.161, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1786.214, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1787.208, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.272 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
1253.4973654589342
1269
Now the model for Store 27 and Dept 85 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1775.758, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1834.339, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1782.279, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1786.512, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1988.970, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1774.126, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1771.938, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1773.897, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1775.881, Time=0.08 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1798.640, Time=0.01 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.260 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
1061.0461828641521
1270
Now the model for Store 27 and Dept 87 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1818.431, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1824.172, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1820.589, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1822.772, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2230.226, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1813.483, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1812.367, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1812.838, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1814.781, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.245 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
2222.295966162326
1271
Now the model for Store 27 and Dept 9 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2034.715, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2136.140, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2035.992, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2092.460, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2353.835, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2036.304, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2035.978, Time=0.02 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=2061.045, Time=0.08 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2035.007, Time=0.03 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=2036.559, Time=0.06 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=2036.318, Time=0.02 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.318 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
7483.131222335427
1272
Now the model for Store 27 and Dept 90 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2091.241, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2087.452, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2089.226, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2089.611, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2586.269, Time=0.00 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.069 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
7888.029046511641
1273
Now the model for Store 27 and Dept 91 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2033.748, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2034.314, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2032.032, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2034.827, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2512.475, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2026.478, Time=0.05 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=2026.414, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2028.529, Time=0.06 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2029.271, Time=0.06 sec
ARIMA(3,0,0)(0,0,0)[0] : AIC=inf, Time=0.04 sec
Best model: ARIMA(3,0,0)(0,0,0)[0] intercept
Total fit time: 0.321 seconds
ARIMA(3,0,0)(0,0,0)[0] intercept
6191.568415572013
1274
Now the model for Store 27 and Dept 92 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2200.741, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2196.545, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2198.602, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2198.940, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2668.375, Time=0.00 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.109 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
9221.598411627927
1275
Now the model for Store 27 and Dept 93 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2037.022, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2035.433, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2035.104, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2035.475, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2471.363, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2036.697, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2038.695, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2089.208, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.133 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
4710.910701872224
1276
Now the model for Store 27 and Dept 94 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2077.270, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2141.223, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2091.477, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2119.548, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2520.715, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2075.943, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2077.845, Time=0.02 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2076.381, Time=0.06 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=2078.435, Time=0.06 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2076.397, Time=0.04 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=2074.914, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(3,0,0)(0,0,0)[0] intercept
Total fit time: 0.342 seconds
ARIMA(3,0,0)(0,0,0)[0] intercept
5837.70277052991
1277
Now the model for Store 27 and Dept 95 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2157.009, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2198.528, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2164.273, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2181.732, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2628.997, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2156.712, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2156.328, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=2156.473, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2157.960, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.255 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
8719.354343701698
1278
Now the model for Store 27 and Dept 96 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1984.382, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2041.461, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1984.617, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2011.103, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2283.061, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1985.928, Time=0.05 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1984.504, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1992.683, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1984.949, Time=0.02 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1984.659, Time=0.11 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1988.512, Time=0.02 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.365 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
5484.148290978837
1279
Now the model for Store 27 and Dept 97 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1841.313, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1859.814, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1842.916, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1849.191, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2286.860, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1842.159, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1838.516, Time=0.17 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1846.018, Time=0.02 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=inf, Time=0.21 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=1837.013, Time=0.06 sec
ARIMA(0,0,3)(0,0,0)[0] intercept : AIC=1846.922, Time=0.09 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=1832.762, Time=0.14 sec
ARIMA(3,0,3)(0,0,0)[0] intercept : AIC=1831.300, Time=0.15 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=1832.422, Time=0.17 sec
ARIMA(3,0,3)(0,0,0)[0] : AIC=inf, Time=0.22 sec
Best model: ARIMA(3,0,3)(0,0,0)[0] intercept
Total fit time: 1.380 seconds
ARIMA(3,0,3)(0,0,0)[0] intercept
2081.1116709535104
1280
Now the model for Store 27 and Dept 98 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1796.525, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1794.875, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1794.439, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1794.577, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2164.964, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1796.437, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1797.627, Time=0.14 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1849.804, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.266 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1524.7703075386387
1281
Now the model for Store 28 and Dept 1 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2091.166, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2123.800, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2092.815, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2092.427, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2292.414, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2091.942, Time=0.07 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2092.753, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=2090.902, Time=0.02 sec
ARIMA(0,0,3)(0,0,0)[0] intercept : AIC=2092.409, Time=0.02 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=2095.330, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] : AIC=2211.635, Time=0.02 sec
Best model: ARIMA(0,0,2)(0,0,0)[0] intercept
Total fit time: 0.253 seconds
ARIMA(0,0,2)(0,0,0)[0] intercept
5899.866227290534
1282
Now the model for Store 28 and Dept 10 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1871.119, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1901.383, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1878.021, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1888.895, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2281.774, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1869.375, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1868.802, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1868.250, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1870.319, Time=0.05 sec
ARIMA(3,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(3,0,0)(0,0,0)[0] intercept
Total fit time: 0.251 seconds
ARIMA(3,0,0)(0,0,0)[0] intercept
1667.8965862787084
1283
Now the model for Store 28 and Dept 11 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1866.880, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1883.390, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1865.715, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1870.865, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2196.433, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1866.519, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1868.499, Time=0.12 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1899.408, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.243 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1726.0594917853123
1284
Now the model for Store 28 and Dept 12 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1513.730, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1576.547, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1523.082, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1545.949, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1919.916, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1513.965, Time=0.10 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1511.553, Time=0.17 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1538.305, Time=0.09 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1514.676, Time=0.15 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=1508.101, Time=0.13 sec
ARIMA(0,0,3)(0,0,0)[0] intercept : AIC=1529.179, Time=0.14 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=1509.192, Time=0.20 sec
ARIMA(1,0,3)(0,0,0)[0] : AIC=1512.401, Time=0.10 sec
Best model: ARIMA(1,0,3)(0,0,0)[0] intercept
Total fit time: 1.246 seconds
ARIMA(1,0,3)(0,0,0)[0] intercept
359.222065176424
1285
Now the model for Store 28 and Dept 13 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1896.575, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1896.571, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1894.134, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1895.040, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2399.405, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1894.840, Time=0.04 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1892.715, Time=0.11 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1893.574, Time=0.11 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1884.296, Time=0.14 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1893.604, Time=0.05 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=1883.532, Time=0.21 sec
ARIMA(3,0,3)(0,0,0)[0] intercept : AIC=1876.836, Time=0.19 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=1876.457, Time=0.14 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=1879.285, Time=0.07 sec
ARIMA(2,0,3)(0,0,0)[0] : AIC=inf, Time=0.20 sec
Best model: ARIMA(2,0,3)(0,0,0)[0] intercept
Total fit time: 1.356 seconds
ARIMA(2,0,3)(0,0,0)[0] intercept
3132.2300193224733
1286
Now the model for Store 28 and Dept 14 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2009.056, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2018.901, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2008.981, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2012.194, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2248.676, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2008.825, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=2008.025, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2009.626, Time=0.05 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2010.090, Time=0.04 sec
ARIMA(3,0,0)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(3,0,0)(0,0,0)[0] intercept
Total fit time: 0.251 seconds
ARIMA(3,0,0)(0,0,0)[0] intercept
3646.48537643492
1287
Now the model for Store 28 and Dept 16 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1797.151, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1949.922, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1808.600, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1892.625, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2099.250, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1798.195, Time=0.03 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1798.097, Time=0.07 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1847.956, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1796.381, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1798.463, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1800.154, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1797.292, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.433 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
3100.722892986897
1288
Now the model for Store 28 and Dept 17 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1789.758, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1833.840, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1792.193, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1812.791, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2136.215, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1785.886, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1784.737, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1787.007, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1786.835, Time=0.09 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.299 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
2044.9540268584221
1289
Now the model for Store 28 and Dept 19 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1464.966, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1509.772, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1467.898, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1485.692, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1815.520, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1466.026, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1467.627, Time=0.09 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1476.871, Time=0.08 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1464.345, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1465.233, Time=0.07 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1467.317, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.532 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
748.225523015069
1290
Now the model for Store 28 and Dept 2 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1951.107, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1960.869, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1949.955, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1954.446, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2481.463, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1948.614, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1950.637, Time=0.05 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1949.811, Time=0.14 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1951.772, Time=0.17 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.485 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
4129.197658782867
1291
Now the model for Store 28 and Dept 20 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1686.356, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1731.521, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1690.530, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1711.220, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2026.013, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1679.753, Time=0.10 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1678.148, Time=0.07 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1680.554, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=inf, Time=0.20 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.04 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.566 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
985.3175666154168
1292
Now the model for Store 28 and Dept 21 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1610.003, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1627.800, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1611.093, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1617.997, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2008.264, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1608.515, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1606.444, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1607.616, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1609.803, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.276 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
1011.1372499337743
1293
Now the model for Store 28 and Dept 22 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1840.081, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1882.552, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1839.121, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1858.645, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2148.306, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1837.922, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1840.055, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1835.894, Time=0.08 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1837.275, Time=0.09 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1836.884, Time=0.10 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1843.214, Time=0.04 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=1839.008, Time=0.12 sec
ARIMA(2,0,1)(0,0,0)[0] : AIC=1843.074, Time=0.03 sec
Best model: ARIMA(2,0,1)(0,0,0)[0] intercept
Total fit time: 0.598 seconds
ARIMA(2,0,1)(0,0,0)[0] intercept
2810.5047961097894
1294
Now the model for Store 28 and Dept 23 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2053.157, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2065.382, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2052.438, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2057.427, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2370.561, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2051.781, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=2053.757, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2053.813, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2055.786, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.235 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
4731.167528094885
1295
Now the model for Store 28 and Dept 24 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1910.093, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1929.669, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1908.045, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1914.202, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2113.419, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1910.048, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1912.049, Time=0.05 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1935.540, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.141 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
2217.2179763286904
1296
Now the model for Store 28 and Dept 25 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1831.457, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1833.503, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1829.949, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1831.531, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2220.196, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1829.921, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1831.675, Time=0.04 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1831.828, Time=0.05 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1833.648, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.255 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
1645.5795642111786
1297
Now the model for Store 28 and Dept 26 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1889.326, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1907.750, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1891.699, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1898.064, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2168.089, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1889.337, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1891.717, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1895.951, Time=0.02 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1888.202, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1888.628, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1890.253, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1905.139, Time=0.01 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.283 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
3051.2110177594805
1298
Now the model for Store 28 and Dept 27 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1502.326, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1578.563, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1506.664, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1538.065, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1768.323, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1503.853, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1503.527, Time=0.13 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1524.742, Time=0.10 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1502.981, Time=0.02 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1504.297, Time=0.17 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1506.510, Time=0.06 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.630 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
337.4823006785637
1299
Now the model for Store 28 and Dept 28 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1240.665, Time=0.08 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1317.248, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1245.234, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1271.190, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1561.101, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1242.080, Time=0.14 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1241.358, Time=0.13 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1266.328, Time=0.08 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1244.041, Time=0.02 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1240.889, Time=0.10 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1244.716, Time=0.05 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.685 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
140.34570864342456
1300
Now the model for Store 28 and Dept 29 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1771.809, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1801.513, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1773.433, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1782.524, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2022.804, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1773.094, Time=0.03 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1774.135, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1780.525, Time=0.02 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1772.763, Time=0.03 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1771.026, Time=0.08 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=1772.660, Time=0.10 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=1769.355, Time=0.18 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=1773.400, Time=0.04 sec
ARIMA(3,0,3)(0,0,0)[0] intercept : AIC=1761.240, Time=0.26 sec
ARIMA(3,0,3)(0,0,0)[0] : AIC=1767.351, Time=0.20 sec
Best model: ARIMA(3,0,3)(0,0,0)[0] intercept
Total fit time: 1.067 seconds
ARIMA(3,0,3)(0,0,0)[0] intercept
1948.936362039107
1301
Now the model for Store 28 and Dept 3 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2001.255, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2093.314, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2005.632, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2027.347, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2207.873, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2003.321, Time=0.03 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2003.002, Time=0.02 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=2021.495, Time=0.02 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2001.305, Time=0.02 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=2004.652, Time=0.06 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=2012.215, Time=0.01 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.248 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
5419.6890449775265
1302
Now the model for Store 28 and Dept 30 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1553.011, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1646.397, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1551.630, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1599.153, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1952.693, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1552.226, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1551.747, Time=0.09 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.239 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
645.2305665646646
1303
Now the model for Store 28 and Dept 31 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1697.958, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1737.702, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1696.567, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1712.183, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1889.573, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1697.625, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1699.504, Time=0.06 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1714.764, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.163 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1078.7568780731676
1304
Now the model for Store 28 and Dept 33 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1882.453, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1899.835, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1880.537, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1886.352, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2109.263, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1882.340, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1884.376, Time=0.05 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1910.649, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.144 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
2109.285420166189
1305
Now the model for Store 28 and Dept 34 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1891.582, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1919.272, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1891.187, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1904.718, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2250.164, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1886.491, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1889.014, Time=0.04 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1884.416, Time=0.07 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=inf, Time=0.20 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=inf, Time=0.20 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1891.701, Time=0.05 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=inf, Time=0.21 sec
ARIMA(2,0,1)(0,0,0)[0] : AIC=1887.685, Time=0.05 sec
Best model: ARIMA(2,0,1)(0,0,0)[0] intercept
Total fit time: 0.921 seconds
ARIMA(2,0,1)(0,0,0)[0] intercept
2672.7894729368413
1306
Now the model for Store 28 and Dept 35 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1546.174, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1588.062, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1547.491, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1565.805, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1872.746, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1545.551, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1543.721, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1545.622, Time=0.08 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1547.549, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.362 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
658.640624497594
1307
Now the model for Store 28 and Dept 36 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1662.642, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1713.893, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1662.334, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1679.371, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1838.143, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1662.842, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1664.298, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1675.541, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.165 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
917.7287861461785
1308
Now the model for Store 28 and Dept 37 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1430.618, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1445.140, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1432.344, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1437.814, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1817.203, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1427.474, Time=0.09 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1426.141, Time=0.04 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1425.735, Time=0.08 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1426.317, Time=0.13 sec
ARIMA(3,0,0)(0,0,0)[0] : AIC=inf, Time=0.04 sec
Best model: ARIMA(3,0,0)(0,0,0)[0] intercept
Total fit time: 0.513 seconds
ARIMA(3,0,0)(0,0,0)[0] intercept
368.44373482094375
1309
Now the model for Store 28 and Dept 38 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2008.139, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2005.120, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2005.925, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2006.127, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2442.103, Time=0.00 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.075 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
6359.4232372092965
1310
Now the model for Store 28 and Dept 4 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1868.873, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1864.410, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1866.440, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1866.679, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2335.835, Time=0.00 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.071 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
2281.3482441860497
1311
Now the model for Store 28 and Dept 40 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1902.237, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1980.606, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1903.952, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1940.687, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2435.289, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1903.635, Time=0.06 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1907.152, Time=0.04 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1917.877, Time=0.02 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1902.626, Time=0.03 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1902.809, Time=0.23 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1902.987, Time=0.03 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.533 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
4037.998047829565
1312
Now the model for Store 28 and Dept 41 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1663.810, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1693.670, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1662.124, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1671.246, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1779.047, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1663.788, Time=0.05 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1665.744, Time=0.07 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1677.368, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.235 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
707.3254371092091
1313
Now the model for Store 28 and Dept 42 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1533.580, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1545.650, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1532.781, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1536.202, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2034.696, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1533.487, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1535.211, Time=0.05 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=inf, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.203 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
510.01042798623934
1314
Now the model for Store 28 and Dept 44 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1655.571, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1676.304, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1656.595, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1663.058, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1976.435, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1656.606, Time=0.05 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1657.384, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1660.188, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1655.118, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1656.066, Time=0.02 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1657.976, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.331 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
580.6433291179163
1315
Now the model for Store 28 and Dept 46 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1901.321, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1921.481, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1899.620, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1906.100, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2276.637, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1900.736, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1902.595, Time=0.05 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1931.612, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.143 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1828.7824746991716
1316
Now the model for Store 28 and Dept 49 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1816.217, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1873.886, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1815.014, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1843.954, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2185.596, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1808.420, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1813.240, Time=0.04 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1812.676, Time=0.05 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1811.365, Time=0.15 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.369 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
1897.7619855934995
1317
Now the model for Store 28 and Dept 5 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2188.393, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2207.769, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2190.083, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2197.725, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2372.922, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2189.013, Time=0.03 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2190.553, Time=0.02 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=2194.329, Time=0.02 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2187.571, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=2188.588, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2190.389, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=2202.585, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.258 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
10062.903582743578
1318
Now the model for Store 28 and Dept 52 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1547.182, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1579.398, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1549.933, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1563.160, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1878.468, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1545.615, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1543.731, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1545.220, Time=0.09 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1547.004, Time=0.10 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.04 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.394 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
591.9265758201304
1319
Now the model for Store 28 and Dept 55 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2001.698, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2026.784, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2002.822, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2013.832, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2192.498, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2001.814, Time=0.03 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2003.624, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=2006.115, Time=0.02 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1999.805, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=2001.778, Time=0.02 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2003.795, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=2012.744, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.262 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
5659.928752712394
1320
Now the model for Store 28 and Dept 56 will be created
(100, 2)
(41, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1515.206, Time=0.08 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1620.390, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1515.035, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1555.290, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1679.693, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1515.816, Time=0.05 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1517.045, Time=0.07 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1517.835, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.274 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
540.0492164819142
1321
Now the model for Store 28 and Dept 58 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1799.475, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1801.019, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1799.838, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1800.954, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1973.071, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1797.546, Time=0.03 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1796.601, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1795.807, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1797.669, Time=0.04 sec
ARIMA(3,0,0)(0,0,0)[0] : AIC=1807.756, Time=0.03 sec
Best model: ARIMA(3,0,0)(0,0,0)[0] intercept
Total fit time: 0.218 seconds
ARIMA(3,0,0)(0,0,0)[0] intercept
3254.0530427113576
1322
Now the model for Store 28 and Dept 59 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1768.969, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1840.907, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1768.671, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1791.315, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1859.092, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1768.502, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1770.429, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1770.539, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1772.281, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1770.835, Time=0.01 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.254 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
1072.924854629243
1323
Now the model for Store 28 and Dept 60 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1335.777, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1335.609, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1334.097, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1333.765, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1605.397, Time=0.00 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1335.760, Time=0.06 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1337.758, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] : AIC=1523.139, Time=0.04 sec
Best model: ARIMA(0,0,1)(0,0,0)[0] intercept
Total fit time: 0.223 seconds
ARIMA(0,0,1)(0,0,0)[0] intercept
154.22255967941516
1324
Now the model for Store 28 and Dept 67 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1882.453, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1912.298, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1885.993, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1880.114, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2065.832, Time=0.00 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1881.177, Time=0.03 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1883.395, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] : AIC=1982.528, Time=0.03 sec
Best model: ARIMA(0,0,1)(0,0,0)[0] intercept
Total fit time: 0.201 seconds
ARIMA(0,0,1)(0,0,0)[0] intercept
2167.41045300987
1325
Now the model for Store 28 and Dept 7 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2318.618, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2338.338, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2317.015, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2323.781, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2418.891, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2318.371, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2320.430, Time=0.02 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2335.188, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.106 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
10212.454189131246
1326
Now the model for Store 28 and Dept 71 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1786.472, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1829.124, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1786.382, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1807.428, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2068.665, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1781.368, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1784.003, Time=0.04 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1783.013, Time=0.05 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1784.485, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.269 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
1836.195454718284
1327
Now the model for Store 28 and Dept 72 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2435.898, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2432.259, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2433.939, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2434.037, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2528.359, Time=0.00 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.060 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
16755.775125581404
1328
Now the model for Store 28 and Dept 74 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1862.617, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1881.715, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1862.672, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1872.279, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2192.549, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1854.726, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1851.846, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1854.532, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1856.119, Time=0.08 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.313 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
2677.1718150751813
1329
Now the model for Store 28 and Dept 79 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1927.653, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1941.875, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1927.488, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1934.208, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2422.703, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1924.181, Time=0.04 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1925.932, Time=0.04 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1925.410, Time=0.05 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1927.252, Time=0.09 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.333 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
3066.2292797645714
1330
Now the model for Store 28 and Dept 8 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1811.262, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1814.261, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1810.582, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1812.506, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2370.924, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1804.184, Time=0.04 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1806.337, Time=0.05 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1806.028, Time=0.09 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1807.737, Time=0.09 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.398 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
1760.9429621519664
1331
Now the model for Store 28 and Dept 80 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1853.013, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1851.204, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1852.133, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1851.109, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2256.490, Time=0.00 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1850.779, Time=0.03 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1852.188, Time=0.05 sec
ARIMA(0,0,3)(0,0,0)[0] intercept : AIC=1842.302, Time=0.04 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=1846.743, Time=0.09 sec
ARIMA(0,0,3)(0,0,0)[0] : AIC=inf, Time=0.11 sec
Best model: ARIMA(0,0,3)(0,0,0)[0] intercept
Total fit time: 0.412 seconds
ARIMA(0,0,3)(0,0,0)[0] intercept
2266.6935342408397
1332
Now the model for Store 28 and Dept 81 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=inf, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1885.135, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1884.998, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1872.672, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2287.933, Time=0.00 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1865.987, Time=0.06 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1867.311, Time=0.17 sec
ARIMA(0,0,3)(0,0,0)[0] intercept : AIC=inf, Time=0.16 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=1861.797, Time=0.10 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=1824.052, Time=0.21 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=inf, Time=0.19 sec
ARIMA(3,0,3)(0,0,0)[0] intercept : AIC=1804.328, Time=0.27 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=1805.368, Time=0.22 sec
ARIMA(3,0,3)(0,0,0)[0] : AIC=inf, Time=0.21 sec
Best model: ARIMA(3,0,3)(0,0,0)[0] intercept
Total fit time: 1.762 seconds
ARIMA(3,0,3)(0,0,0)[0] intercept
1603.3043769846154
1333
Now the model for Store 28 and Dept 82 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1948.960, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1963.014, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1947.377, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1952.118, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2267.368, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1948.320, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1950.223, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1982.698, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.130 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
2306.9389188155415
1334
Now the model for Store 28 and Dept 83 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=inf, Time=0.14 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1832.443, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1833.927, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1830.595, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2042.107, Time=0.01 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1824.050, Time=0.02 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1826.188, Time=0.04 sec
ARIMA(0,0,3)(0,0,0)[0] intercept : AIC=1810.063, Time=0.12 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=1816.639, Time=0.05 sec
ARIMA(0,0,3)(0,0,0)[0] : AIC=1921.596, Time=0.14 sec
Best model: ARIMA(0,0,3)(0,0,0)[0] intercept
Total fit time: 0.584 seconds
ARIMA(0,0,3)(0,0,0)[0] intercept
1949.3421633230978
1335
Now the model for Store 28 and Dept 85 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1472.896, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1519.447, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1474.417, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1492.044, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1756.384, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1473.365, Time=0.03 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1474.605, Time=0.08 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1482.913, Time=0.09 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1471.476, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1472.713, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1474.587, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1481.464, Time=0.03 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.441 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
241.0393720445154
1336
Now the model for Store 28 and Dept 87 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1764.569, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1761.513, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1762.632, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1762.702, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2164.948, Time=0.01 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.070 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
2284.819948837207
1337
Now the model for Store 28 and Dept 9 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1910.160, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1954.790, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1917.606, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1936.808, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2248.326, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1909.973, Time=0.03 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1909.600, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1909.981, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1910.977, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.208 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
2665.9938107474877
1338
Now the model for Store 28 and Dept 90 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2127.882, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2123.893, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2125.890, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2125.899, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2503.007, Time=0.00 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.062 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
7880.071786046516
1339
Now the model for Store 28 and Dept 91 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=inf, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2181.992, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2182.507, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2171.747, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2483.010, Time=0.01 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=2164.493, Time=0.03 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2167.193, Time=0.05 sec
ARIMA(0,0,3)(0,0,0)[0] intercept : AIC=2154.526, Time=0.05 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=2156.041, Time=0.08 sec
ARIMA(0,0,3)(0,0,0)[0] : AIC=2420.022, Time=0.04 sec
Best model: ARIMA(0,0,3)(0,0,0)[0] intercept
Total fit time: 0.366 seconds
ARIMA(0,0,3)(0,0,0)[0] intercept
10873.494979303132
1340
Now the model for Store 28 and Dept 92 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2290.373, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2285.615, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2287.331, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2286.978, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2587.633, Time=0.01 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.061 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
18527.09295581396
1341
Now the model for Store 28 and Dept 93 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=inf, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2190.167, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2191.480, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2189.585, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2443.745, Time=0.00 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=2185.419, Time=0.03 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2187.525, Time=0.05 sec
ARIMA(0,0,3)(0,0,0)[0] intercept : AIC=2173.826, Time=0.07 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=2175.796, Time=0.11 sec
ARIMA(0,0,3)(0,0,0)[0] : AIC=2387.549, Time=0.05 sec
Best model: ARIMA(0,0,3)(0,0,0)[0] intercept
Total fit time: 0.409 seconds
ARIMA(0,0,3)(0,0,0)[0] intercept
12442.577434231915
1342
Now the model for Store 28 and Dept 94 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2001.053, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2007.864, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2000.159, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2002.398, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2383.385, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2001.268, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2002.601, Time=0.05 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2043.004, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.144 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
4001.2915257198483
1343
Now the model for Store 28 and Dept 95 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2219.437, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2219.572, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2217.436, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2217.407, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2584.583, Time=0.01 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=2219.504, Time=0.02 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2221.042, Time=0.04 sec
ARIMA(0,0,1)(0,0,0)[0] : AIC=2522.686, Time=0.01 sec
Best model: ARIMA(0,0,1)(0,0,0)[0] intercept
Total fit time: 0.138 seconds
ARIMA(0,0,1)(0,0,0)[0] intercept
12374.377304407124
1344
Now the model for Store 28 and Dept 96 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2010.645, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2018.398, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2005.864, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2005.957, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2313.443, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2007.029, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2013.546, Time=0.05 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2042.334, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.164 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
5501.7836680953
1345
Now the model for Store 28 and Dept 97 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=inf, Time=0.08 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2017.433, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2017.884, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2008.533, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2306.674, Time=0.00 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=2002.399, Time=0.02 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2005.008, Time=0.06 sec
ARIMA(0,0,3)(0,0,0)[0] intercept : AIC=1993.661, Time=0.04 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=1995.539, Time=0.07 sec
ARIMA(0,0,3)(0,0,0)[0] : AIC=inf, Time=0.14 sec
Best model: ARIMA(0,0,3)(0,0,0)[0] intercept
Total fit time: 0.441 seconds
ARIMA(0,0,3)(0,0,0)[0] intercept
4735.292132746893
1346
Now the model for Store 28 and Dept 98 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1824.564, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1836.131, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1823.594, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1826.134, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2154.495, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1825.184, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1826.164, Time=0.06 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1861.181, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.177 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
2115.6599101162737
1347
Now the model for Store 29 and Dept 1 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2067.218, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2098.452, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2070.131, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2066.419, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2246.952, Time=0.00 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=2066.707, Time=0.02 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2068.276, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] : AIC=2177.312, Time=0.01 sec
Best model: ARIMA(0,0,1)(0,0,0)[0] intercept
Total fit time: 0.120 seconds
ARIMA(0,0,1)(0,0,0)[0] intercept
4903.9565137853915
1348
Now the model for Store 29 and Dept 10 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1707.837, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1722.376, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1705.849, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1708.574, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2122.305, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1707.832, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1709.826, Time=0.05 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1740.466, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.180 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1004.984969708319
1349
Now the model for Store 29 and Dept 11 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1878.275, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1927.961, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1877.914, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1899.417, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2109.901, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1877.465, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1879.144, Time=0.04 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1879.273, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1881.113, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1888.531, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.261 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
2626.8857278092414
1350
Now the model for Store 29 and Dept 12 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1465.808, Time=0.11 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1525.382, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1479.020, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1500.354, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1833.113, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1468.115, Time=0.08 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1468.078, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1490.771, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1468.823, Time=0.02 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1469.735, Time=0.07 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1470.074, Time=0.02 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.446 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
348.7263387868271
1351
Now the model for Store 29 and Dept 13 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1688.283, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1710.048, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1689.057, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1696.111, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2243.666, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1689.294, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1688.821, Time=0.05 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1693.576, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1687.934, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1687.822, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1689.805, Time=0.10 sec
ARIMA(3,0,0)(0,0,0)[0] : AIC=inf, Time=0.01 sec
Best model: ARIMA(3,0,0)(0,0,0)[0] intercept
Total fit time: 0.469 seconds
ARIMA(3,0,0)(0,0,0)[0] intercept
1169.978029142682
1352
Now the model for Store 29 and Dept 14 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1953.267, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1963.261, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1953.619, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1957.388, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2144.161, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1953.974, Time=0.03 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1956.795, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1955.844, Time=0.02 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1952.385, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1953.723, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1955.430, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1969.299, Time=0.01 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.241 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
1638.5988304892476
1353
Now the model for Store 29 and Dept 16 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1887.192, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2038.420, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1885.332, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1961.477, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2116.242, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1887.197, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1888.582, Time=0.07 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1886.489, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.204 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
4619.64988725457
1354
Now the model for Store 29 and Dept 17 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1791.537, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1812.401, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1791.187, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1796.944, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2095.776, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1791.649, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1793.098, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1822.586, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.167 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1098.1216565269617
1355
Now the model for Store 29 and Dept 2 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1889.004, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1895.276, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1887.266, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1889.020, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2312.609, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1888.381, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1890.367, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1931.598, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.204 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1558.3901666788624
1356
Now the model for Store 29 and Dept 20 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1602.742, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1613.749, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1606.192, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1609.013, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1945.552, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1601.357, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1602.503, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1597.906, Time=0.05 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1596.592, Time=0.04 sec
ARIMA(3,0,0)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(3,0,0)(0,0,0)[0] intercept
Total fit time: 0.260 seconds
ARIMA(3,0,0)(0,0,0)[0] intercept
472.0670353902969
1357
Now the model for Store 29 and Dept 21 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1637.371, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1654.831, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1635.300, Time=0.04 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1639.688, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1940.039, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1637.300, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1639.170, Time=0.06 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1667.843, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.176 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
472.9470063620767
1358
Now the model for Store 29 and Dept 22 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1781.046, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1784.236, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1780.589, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1782.098, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2050.837, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1779.990, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1780.345, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1781.516, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1782.248, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1803.687, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.227 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
918.2927516651097
1359
Now the model for Store 29 and Dept 23 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2057.049, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2083.744, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2055.258, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2064.109, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2284.440, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2056.842, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2058.878, Time=0.03 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2080.134, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.126 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
3556.3396230587286
1360
Now the model for Store 29 and Dept 24 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1761.432, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1788.351, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1759.334, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1768.213, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1988.097, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1761.245, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1762.671, Time=0.07 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1782.749, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.195 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1202.6848835249311
1361
Now the model for Store 29 and Dept 25 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1718.175, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1723.919, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1716.196, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1716.472, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2043.999, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1718.194, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1720.172, Time=0.05 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1756.152, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.148 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1066.309785422512
1362
Now the model for Store 29 and Dept 26 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1711.059, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1734.755, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1712.608, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1723.104, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1962.655, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1710.084, Time=0.03 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1708.066, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1710.070, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1712.078, Time=0.20 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1721.692, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.369 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
870.4611547630841
1363
Now the model for Store 29 and Dept 27 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1570.829, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1614.961, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1571.393, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1587.224, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1768.746, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1572.432, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1572.837, Time=0.02 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1577.319, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1570.408, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1572.422, Time=0.02 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1574.361, Time=0.09 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1579.316, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.391 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
429.14528978519644
1364
Now the model for Store 29 and Dept 28 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1311.774, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1424.757, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1312.016, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1367.192, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1611.854, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1312.474, Time=0.12 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1309.914, Time=0.10 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1339.157, Time=0.12 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1311.078, Time=0.09 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=1309.388, Time=0.14 sec
ARIMA(0,0,3)(0,0,0)[0] intercept : AIC=1326.576, Time=0.15 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=inf, Time=0.18 sec
ARIMA(1,0,3)(0,0,0)[0] : AIC=1319.518, Time=0.08 sec
Best model: ARIMA(1,0,3)(0,0,0)[0] intercept
Total fit time: 1.133 seconds
ARIMA(1,0,3)(0,0,0)[0] intercept
202.8139605555458
1365
Now the model for Store 29 and Dept 29 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1721.716, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1739.029, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1720.201, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1726.225, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1985.522, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1721.348, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1723.375, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1752.083, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.123 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
647.2761410212618
1366
Now the model for Store 29 and Dept 3 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1885.004, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1986.763, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1888.822, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1919.648, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2113.443, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1885.731, Time=0.03 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1886.152, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1891.860, Time=0.10 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1883.684, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1885.698, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1887.730, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1895.300, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.365 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
2956.820681933803
1367
Now the model for Store 29 and Dept 30 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1512.287, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1603.356, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1519.088, Time=0.04 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1558.793, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1899.568, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1513.804, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1511.981, Time=0.16 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1544.232, Time=0.06 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1514.277, Time=0.07 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=1514.748, Time=0.08 sec
ARIMA(0,0,3)(0,0,0)[0] intercept : AIC=1538.011, Time=0.08 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=1515.743, Time=0.20 sec
ARIMA(1,0,2)(0,0,0)[0] : AIC=1515.506, Time=0.04 sec
Best model: ARIMA(1,0,2)(0,0,0)[0] intercept
Total fit time: 0.875 seconds
ARIMA(1,0,2)(0,0,0)[0] intercept
485.69512657830086
1368
Now the model for Store 29 and Dept 31 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1663.437, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1695.136, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1661.399, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1670.079, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1843.555, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1663.377, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1665.404, Time=0.07 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1681.453, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.218 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
695.8300523980711
1369
Now the model for Store 29 and Dept 32 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1865.981, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1877.779, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1864.051, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1867.379, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2001.875, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1865.802, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1867.710, Time=0.05 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1891.301, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.156 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1394.665481767917
1370
Now the model for Store 29 and Dept 33 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1744.840, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1768.132, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1743.074, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1747.351, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1970.597, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1744.710, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1746.754, Time=0.05 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1769.281, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.145 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1091.0910192167453
1371
Now the model for Store 29 and Dept 34 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1850.392, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1877.952, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1848.383, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1854.145, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2162.403, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1850.380, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1852.245, Time=0.06 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1874.619, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.226 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
2553.207507256949
1372
Now the model for Store 29 and Dept 35 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1587.353, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1615.178, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1587.071, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1594.305, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1858.095, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1587.336, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1588.939, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1613.019, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.186 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
650.4441026519909
1373
Now the model for Store 29 and Dept 38 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1979.235, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1975.307, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1977.271, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1977.342, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2415.887, Time=0.00 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.058 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
3614.4633023255806
1374
Now the model for Store 29 and Dept 4 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1675.496, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1694.991, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1673.642, Time=0.04 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1677.844, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2192.427, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1675.489, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1677.444, Time=0.06 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=inf, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.205 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
2074.973529932382
1375
Now the model for Store 29 and Dept 40 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1778.691, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1779.196, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1777.836, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1778.933, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2333.806, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1774.837, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1776.776, Time=0.05 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1776.818, Time=0.05 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1778.771, Time=0.08 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.307 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
2578.5813537608738
1376
Now the model for Store 29 and Dept 41 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1504.081, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1545.196, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1503.365, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1517.992, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1680.940, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1503.574, Time=0.06 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1505.590, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1519.685, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.201 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
342.2706830637787
1377
Now the model for Store 29 and Dept 42 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1523.117, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1531.473, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1522.236, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1525.657, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1930.806, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1520.304, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1521.857, Time=0.04 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1521.954, Time=0.10 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1523.335, Time=0.08 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.410 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
400.13441430157656
1378
Now the model for Store 29 and Dept 44 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1528.481, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1556.346, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1526.378, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1531.611, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1821.839, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1528.368, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1530.412, Time=0.05 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1553.120, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.198 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
380.62658018270827
1379
Now the model for Store 29 and Dept 46 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1843.187, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1867.651, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1841.012, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1848.390, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2169.900, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1842.878, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1843.837, Time=0.06 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1869.936, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.202 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1127.6004461977138
1380
Now the model for Store 29 and Dept 5 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2109.458, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2131.821, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2110.624, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2119.271, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2240.381, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2110.786, Time=0.03 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2112.226, Time=0.02 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=2116.049, Time=0.02 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2109.649, Time=0.02 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=2111.038, Time=0.07 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=2113.887, Time=0.03 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.243 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
5942.477877489264
1381
Now the model for Store 29 and Dept 52 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1356.414, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1383.051, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1358.550, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1370.365, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1676.252, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1350.742, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1351.015, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1352.479, Time=0.05 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1352.247, Time=0.07 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1354.334, Time=0.04 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1350.787, Time=0.07 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=1353.346, Time=0.08 sec
ARIMA(2,0,1)(0,0,0)[0] : AIC=1366.025, Time=0.07 sec
Best model: ARIMA(2,0,1)(0,0,0)[0] intercept
Total fit time: 0.579 seconds
ARIMA(2,0,1)(0,0,0)[0] intercept
217.80846722159885
1382
Now the model for Store 29 and Dept 55 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1957.919, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1993.805, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1960.150, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1976.059, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2094.717, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1958.986, Time=0.03 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1961.316, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1965.926, Time=0.02 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1957.206, Time=0.01 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1959.027, Time=0.02 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1960.872, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1966.089, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.258 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
3888.9486608518787
1383
Now the model for Store 29 and Dept 56 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1786.443, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1927.567, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1784.719, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1845.832, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1972.858, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1786.404, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1788.380, Time=0.09 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1785.119, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.220 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
2654.609157427113
1384
Now the model for Store 29 and Dept 59 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1494.174, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1546.500, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1492.183, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1510.249, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1589.032, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1494.192, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1494.688, Time=0.15 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1498.277, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.323 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
291.91340973788016
1385
Now the model for Store 29 and Dept 6 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1921.224, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1918.117, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1919.138, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1919.203, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1996.057, Time=0.00 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.054 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
1823.898272093024
1386
Now the model for Store 29 and Dept 67 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1869.315, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1892.654, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1870.772, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1866.639, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2056.205, Time=0.00 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1868.700, Time=0.02 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1870.400, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] : AIC=1971.602, Time=0.04 sec
Best model: ARIMA(0,0,1)(0,0,0)[0] intercept
Total fit time: 0.181 seconds
ARIMA(0,0,1)(0,0,0)[0] intercept
1752.7813532549649
1387
Now the model for Store 29 and Dept 7 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2170.132, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2210.141, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2169.295, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2186.611, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2300.102, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2169.488, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2171.452, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2182.696, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.127 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
5919.78142605281
1388
Now the model for Store 29 and Dept 71 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1644.707, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1647.392, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1644.030, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1645.704, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1890.694, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1643.569, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1644.638, Time=0.04 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1645.347, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1646.639, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1664.086, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.272 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
687.7932623084947
1389
Now the model for Store 29 and Dept 72 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2382.026, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2379.828, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2380.456, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2380.762, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2454.202, Time=0.00 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.062 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
11696.265941860474
1390
Now the model for Store 29 and Dept 74 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1744.046, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1742.532, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1742.011, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1742.310, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2096.943, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1743.934, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1745.941, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1797.023, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.144 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
803.4029231972371
1391
Now the model for Store 29 and Dept 79 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1652.412, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1648.387, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1650.380, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1650.427, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2089.487, Time=0.00 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.079 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
628.7111767441858
1392
Now the model for Store 29 and Dept 8 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1770.035, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1766.885, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1767.963, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1767.973, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2273.366, Time=0.00 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.082 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
1143.0842093023248
1393
Now the model for Store 29 and Dept 81 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1520.909, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1517.909, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1519.296, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1519.300, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2000.982, Time=0.00 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.105 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
316.6897093023255
1394
Now the model for Store 29 and Dept 82 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1949.948, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1969.557, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1948.227, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1950.457, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2134.231, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1949.784, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1951.829, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1974.313, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.139 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1105.3145688207544
1395
Now the model for Store 29 and Dept 83 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1288.034, Time=0.14 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1307.350, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1297.027, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1301.647, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1609.568, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1292.784, Time=0.05 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1294.939, Time=0.10 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1297.147, Time=0.08 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1291.131, Time=0.03 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1292.424, Time=0.14 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1292.685, Time=0.06 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.714 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
125.77266316511204
1396
Now the model for Store 29 and Dept 85 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1596.088, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1657.498, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1606.317, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1605.948, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1821.404, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1590.378, Time=0.03 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1588.347, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1590.370, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1592.375, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1620.208, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.295 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
570.4328614143656
1397
Now the model for Store 29 and Dept 87 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1756.006, Time=0.10 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1757.833, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1754.073, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1754.759, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2113.292, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1755.983, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1757.973, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1802.356, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.194 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
975.3981419131916
1398
Now the model for Store 29 and Dept 9 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1884.073, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1957.889, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1886.911, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1918.893, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2162.287, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1885.245, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1885.346, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1915.472, Time=0.02 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1883.978, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1883.516, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1885.511, Time=0.05 sec
ARIMA(3,0,0)(0,0,0)[0] : AIC=1887.978, Time=0.03 sec
Best model: ARIMA(3,0,0)(0,0,0)[0] intercept
Total fit time: 0.342 seconds
ARIMA(3,0,0)(0,0,0)[0] intercept
3780.7876383558146
1399
Now the model for Store 29 and Dept 90 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1659.256, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1666.486, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1659.214, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1661.822, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2146.341, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1657.495, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1659.071, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1659.329, Time=0.06 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1661.047, Time=0.08 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.01 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.331 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
695.0393455700159
1400
Now the model for Store 29 and Dept 91 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1515.840, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1519.075, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1515.226, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1516.913, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1980.147, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1514.301, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1516.304, Time=0.05 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1515.720, Time=0.08 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1518.001, Time=0.09 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.04 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.360 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
377.2584189839079
1401
Now the model for Store 29 and Dept 92 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1881.748, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1904.232, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1886.701, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1893.892, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2308.614, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1880.862, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1880.698, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1880.686, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1881.786, Time=0.05 sec
ARIMA(3,0,0)(0,0,0)[0] : AIC=inf, Time=0.06 sec
Best model: ARIMA(3,0,0)(0,0,0)[0] intercept
Total fit time: 0.312 seconds
ARIMA(3,0,0)(0,0,0)[0] intercept
2239.853909918285
1402
Now the model for Store 29 and Dept 93 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1378.209, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1385.708, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1376.600, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1378.456, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1690.557, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1378.225, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1380.060, Time=0.03 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1417.490, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.153 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
384.0489340774497
1403
Now the model for Store 29 and Dept 95 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1916.008, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1955.318, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1918.213, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1934.732, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2355.604, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1917.366, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1916.162, Time=0.04 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1931.684, Time=0.02 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1916.619, Time=0.03 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=inf, Time=0.19 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1920.634, Time=0.01 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.395 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
2569.1358499094276
1404
Now the model for Store 29 and Dept 97 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1383.753, Time=0.10 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1385.868, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1381.795, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1381.757, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1818.196, Time=0.00 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1383.621, Time=0.09 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1385.376, Time=0.04 sec
ARIMA(0,0,1)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(0,0,1)(0,0,0)[0] intercept
Total fit time: 0.346 seconds
ARIMA(0,0,1)(0,0,0)[0] intercept
198.7034780959721
1405
Now the model for Store 3 and Dept 1 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1865.328, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1896.592, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1864.727, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1868.355, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2070.461, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1864.757, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1866.764, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1887.265, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.138 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1877.277082860058
1406
Now the model for Store 3 and Dept 10 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1690.320, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1741.740, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1702.991, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1720.838, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2127.209, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1688.224, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1689.860, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1688.465, Time=0.05 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1689.333, Time=0.06 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1688.225, Time=0.04 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1686.568, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(3,0,0)(0,0,0)[0] intercept
Total fit time: 0.403 seconds
ARIMA(3,0,0)(0,0,0)[0] intercept
3290.9168179864123
1407
Now the model for Store 3 and Dept 11 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1802.584, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1900.222, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1800.714, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1831.182, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2094.231, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1802.614, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=inf, Time=0.17 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1809.848, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.294 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
3782.5454146644306
1408
Now the model for Store 3 and Dept 12 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1478.287, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1504.466, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1478.740, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1488.224, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1834.776, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1479.695, Time=0.05 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1479.845, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1482.290, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1477.766, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1479.670, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1481.636, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.04 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.379 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
479.90610728834247
1409
Now the model for Store 3 and Dept 13 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1638.623, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1634.618, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1636.616, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1636.640, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2147.234, Time=0.00 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.093 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
1259.0168651162767
1410
Now the model for Store 3 and Dept 14 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1787.318, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1796.108, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1786.625, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1789.596, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1985.698, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1787.537, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1788.859, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1822.649, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.123 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
492.6638688646015
1411
Now the model for Store 3 and Dept 16 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1795.833, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1944.764, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1797.666, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1877.357, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2085.995, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1797.755, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1797.764, Time=0.08 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1844.201, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1796.165, Time=0.02 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1795.579, Time=0.19 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=1797.943, Time=0.13 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=1794.305, Time=0.16 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=1794.986, Time=0.13 sec
ARIMA(3,0,3)(0,0,0)[0] intercept : AIC=inf, Time=0.25 sec
ARIMA(2,0,3)(0,0,0)[0] : AIC=1797.315, Time=0.13 sec
Best model: ARIMA(2,0,3)(0,0,0)[0] intercept
Total fit time: 1.262 seconds
ARIMA(2,0,3)(0,0,0)[0] intercept
4846.634489366127
1412
Now the model for Store 3 and Dept 17 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1512.720, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1553.480, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1520.965, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1535.336, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1867.044, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1512.381, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1512.483, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1512.574, Time=0.04 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1514.808, Time=0.11 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1512.144, Time=0.04 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1528.432, Time=0.11 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=1511.632, Time=0.03 sec
ARIMA(0,0,3)(0,0,0)[0] intercept : AIC=1523.313, Time=0.13 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=1513.416, Time=0.17 sec
ARIMA(1,0,3)(0,0,0)[0] : AIC=1517.219, Time=0.10 sec
Best model: ARIMA(1,0,3)(0,0,0)[0] intercept
Total fit time: 0.949 seconds
ARIMA(1,0,3)(0,0,0)[0] intercept
490.5103487185556
1413
Now the model for Store 3 and Dept 19 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1536.394, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1567.726, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1535.929, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1538.301, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1667.096, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1536.017, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1538.055, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1552.735, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.214 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
263.58443165289805
1414
Now the model for Store 3 and Dept 2 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1730.365, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1746.430, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1734.304, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1741.175, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2221.353, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1720.961, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1719.528, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1721.266, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1722.899, Time=0.11 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.04 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.340 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
3034.3768734623577
1415
Now the model for Store 3 and Dept 20 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1481.691, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1483.630, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1479.846, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1480.813, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1752.059, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1481.297, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1483.300, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1526.322, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.178 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
694.0201273212398
1416
Now the model for Store 3 and Dept 21 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1314.690, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1339.888, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1314.321, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1319.981, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1704.643, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1315.579, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1315.995, Time=0.10 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1345.261, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.225 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
212.57173630529067
1417
Now the model for Store 3 and Dept 22 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1686.600, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1698.174, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1690.223, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1693.664, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1890.120, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1685.113, Time=0.03 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1685.516, Time=0.02 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1683.766, Time=0.04 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1681.850, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] : AIC=1691.043, Time=0.03 sec
Best model: ARIMA(3,0,0)(0,0,0)[0] intercept
Total fit time: 0.221 seconds
ARIMA(3,0,0)(0,0,0)[0] intercept
863.3505268012689
1418
Now the model for Store 3 and Dept 23 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1839.695, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1889.055, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1839.039, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1857.855, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2135.953, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1840.324, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1841.154, Time=0.06 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1858.602, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.147 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
3393.416801873137
1419
Now the model for Store 3 and Dept 24 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1671.517, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1736.930, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1672.789, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1684.071, Time=0.08 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1891.388, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1673.097, Time=0.03 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1673.120, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1674.275, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1671.032, Time=0.06 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1673.060, Time=0.02 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1675.089, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1687.762, Time=0.01 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.416 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
795.0544972566383
1420
Now the model for Store 3 and Dept 25 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1590.891, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1633.806, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1592.792, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1608.197, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1947.532, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1592.292, Time=0.05 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1591.250, Time=0.08 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1601.333, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1591.473, Time=0.02 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=inf, Time=0.18 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1592.768, Time=0.06 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.530 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
1057.5510993277471
1421
Now the model for Store 3 and Dept 26 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1630.451, Time=0.12 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1682.319, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1637.556, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1654.834, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1895.027, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1633.056, Time=0.03 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1632.456, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1650.332, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1632.785, Time=0.04 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1632.526, Time=0.06 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1636.065, Time=0.03 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.445 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
760.9879101456679
1422
Now the model for Store 3 and Dept 27 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1328.966, Time=0.10 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1394.391, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1331.427, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1357.990, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1552.151, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1330.864, Time=0.14 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1330.782, Time=0.11 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1343.241, Time=0.09 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1330.438, Time=0.02 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1332.885, Time=0.14 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1334.281, Time=0.02 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.751 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
116.39911532267229
1423
Now the model for Store 3 and Dept 28 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1104.439, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1166.668, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1116.663, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1140.825, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1341.917, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1105.715, Time=0.12 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1105.925, Time=0.11 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1122.257, Time=0.08 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1104.526, Time=0.07 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1107.178, Time=0.15 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1108.315, Time=0.03 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.720 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
79.86606413183915
1424
Now the model for Store 3 and Dept 29 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1554.842, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1584.446, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1553.716, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1561.590, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1775.871, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1554.971, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1556.696, Time=0.06 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1577.655, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.254 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
307.502483169121
1425
Now the model for Store 3 and Dept 3 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1779.081, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1886.828, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1780.392, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1814.990, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2021.389, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1780.637, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1781.089, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1797.491, Time=0.08 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1778.672, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1780.481, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1782.242, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1788.178, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.467 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
1957.2994537918344
1426
Now the model for Store 3 and Dept 30 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1370.647, Time=0.12 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1435.811, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1378.429, Time=0.05 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1403.910, Time=0.08 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1700.988, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1372.671, Time=0.17 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1372.636, Time=0.19 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1394.357, Time=0.11 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1372.994, Time=0.06 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1374.087, Time=0.17 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1374.671, Time=0.06 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 1.019 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
390.7400954928248
1427
Now the model for Store 3 and Dept 31 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1461.662, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1506.076, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1459.699, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1471.268, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1661.500, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1461.661, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1463.651, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1476.941, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.175 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
288.31316440307074
1428
Now the model for Store 3 and Dept 33 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1656.798, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1689.118, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1655.081, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1660.558, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1906.630, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1656.680, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1658.684, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1678.240, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.208 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
738.3544358999347
1429
Now the model for Store 3 and Dept 34 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1663.307, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1700.825, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1667.094, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1681.854, Time=0.09 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1973.133, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1662.050, Time=0.03 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1660.182, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1661.812, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1663.788, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.312 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
1123.4178107164894
1430
Now the model for Store 3 and Dept 35 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1466.710, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1477.374, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1464.763, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1467.119, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1755.658, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1466.644, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1468.676, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1501.949, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.168 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
494.9930959509923
1431
Now the model for Store 3 and Dept 36 will be created
(100, 2)
(42, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1469.045, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1528.599, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1469.477, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1493.245, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1640.775, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1470.105, Time=0.03 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1469.517, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1485.443, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1468.087, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1469.994, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1471.537, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1474.906, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.331 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
475.92423158638076
1432
Now the model for Store 3 and Dept 38 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2209.228, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2227.307, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2208.719, Time=0.04 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2212.621, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2620.029, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2210.295, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2209.996, Time=0.10 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=inf, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.237 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
24877.47018489674
1433
Now the model for Store 3 and Dept 4 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1616.096, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1621.762, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1615.256, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1617.997, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2086.464, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1614.654, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1616.662, Time=0.05 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1616.695, Time=0.09 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1618.690, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.320 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
1111.9462775714871
1434
Now the model for Store 3 and Dept 40 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1737.290, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1782.089, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1741.641, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1758.418, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2240.469, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1738.242, Time=0.05 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1739.421, Time=0.04 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1747.474, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1738.857, Time=0.03 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1734.929, Time=0.24 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=1714.210, Time=0.13 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1736.260, Time=0.05 sec
ARIMA(3,0,3)(0,0,0)[0] intercept : AIC=1710.667, Time=0.18 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=1730.343, Time=0.08 sec
ARIMA(3,0,3)(0,0,0)[0] : AIC=inf, Time=0.22 sec
Best model: ARIMA(3,0,3)(0,0,0)[0] intercept
Total fit time: 1.214 seconds
ARIMA(3,0,3)(0,0,0)[0] intercept
2051.6890977921366
1435
Now the model for Store 3 and Dept 41 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1475.355, Time=0.09 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1524.106, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1479.056, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1496.962, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1641.417, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1479.000, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1476.493, Time=0.13 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1486.662, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1477.719, Time=0.03 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1478.212, Time=0.18 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1478.868, Time=0.05 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.646 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
433.4557993422338
1436
Now the model for Store 3 and Dept 42 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1661.495, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1658.530, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1658.853, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1659.382, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1956.214, Time=0.01 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.079 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
1254.9487767441856
1437
Now the model for Store 3 and Dept 44 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1528.864, Time=0.12 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1580.888, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1534.239, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1552.986, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1817.125, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1532.015, Time=0.08 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1532.168, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1545.248, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1531.056, Time=0.02 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1532.886, Time=0.07 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1533.559, Time=0.03 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.495 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
425.91658073213364
1438
Now the model for Store 3 and Dept 46 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1776.829, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1845.762, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1779.058, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1786.014, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2045.659, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1779.619, Time=0.06 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1777.773, Time=0.04 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1776.643, Time=0.07 sec
ARIMA(0,0,3)(0,0,0)[0] intercept : AIC=1778.413, Time=0.08 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=1779.658, Time=0.05 sec
ARIMA(0,0,2)(0,0,0)[0] : AIC=1871.327, Time=0.07 sec
Best model: ARIMA(0,0,2)(0,0,0)[0] intercept
Total fit time: 0.458 seconds
ARIMA(0,0,2)(0,0,0)[0] intercept
494.15005181546644
1439
Now the model for Store 3 and Dept 5 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2019.539, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2045.904, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2023.825, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2033.537, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2175.676, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2020.138, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2020.424, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=2031.634, Time=0.02 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2020.402, Time=0.02 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=2020.623, Time=0.10 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=2020.561, Time=0.04 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.326 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
2577.4710034596833
1440
Now the model for Store 3 and Dept 52 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1423.946, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1434.476, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1421.814, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1419.191, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1666.109, Time=0.00 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1421.083, Time=0.05 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1422.714, Time=0.04 sec
ARIMA(0,0,1)(0,0,0)[0] : AIC=1573.244, Time=0.03 sec
Best model: ARIMA(0,0,1)(0,0,0)[0] intercept
Total fit time: 0.234 seconds
ARIMA(0,0,1)(0,0,0)[0] intercept
133.42240543209488
1441
Now the model for Store 3 and Dept 55 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1885.248, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1907.018, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1889.124, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1898.479, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2077.822, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1883.178, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1881.154, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1883.173, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1885.178, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1892.315, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.242 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
1167.3742347233356
1442
Now the model for Store 3 and Dept 56 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1609.000, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1782.450, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1606.884, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1705.585, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1833.761, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1608.761, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1609.466, Time=0.10 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1606.964, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.249 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1491.5283450180495
1443
Now the model for Store 3 and Dept 6 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1750.351, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1751.357, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1749.680, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1750.664, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1859.219, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1749.910, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1751.228, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1786.457, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.126 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
587.0717987741564
1444
Now the model for Store 3 and Dept 60 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1051.514, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1047.643, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1048.898, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1048.217, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1282.195, Time=0.00 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.106 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
34.950558139534884
1445
Now the model for Store 3 and Dept 67 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1619.357, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1656.037, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1624.279, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1613.835, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1830.129, Time=0.00 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1615.167, Time=0.07 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1616.762, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] : AIC=1728.554, Time=0.04 sec
Best model: ARIMA(0,0,1)(0,0,0)[0] intercept
Total fit time: 0.235 seconds
ARIMA(0,0,1)(0,0,0)[0] intercept
656.3038381850703
1446
Now the model for Store 3 and Dept 7 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2045.420, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2078.957, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2043.585, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2054.432, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2179.356, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2045.472, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2047.198, Time=0.06 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2059.672, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.139 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
2162.606699011408
1447
Now the model for Store 3 and Dept 71 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1469.995, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1482.423, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1469.484, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1474.100, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1671.503, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1467.615, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1469.494, Time=0.09 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1469.597, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1467.333, Time=0.21 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=1470.345, Time=0.13 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1469.431, Time=0.09 sec
ARIMA(3,0,1)(0,0,0)[0] : AIC=1481.027, Time=0.14 sec
Best model: ARIMA(3,0,1)(0,0,0)[0] intercept
Total fit time: 0.872 seconds
ARIMA(3,0,1)(0,0,0)[0] intercept
572.3138976456072
1448
Now the model for Store 3 and Dept 72 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2166.721, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2174.302, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2168.814, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2171.467, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2305.785, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2165.222, Time=0.03 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2164.670, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=2163.765, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2165.448, Time=0.05 sec
ARIMA(3,0,0)(0,0,0)[0] : AIC=2173.938, Time=0.02 sec
Best model: ARIMA(3,0,0)(0,0,0)[0] intercept
Total fit time: 0.200 seconds
ARIMA(3,0,0)(0,0,0)[0] intercept
5758.159879573101
1449
Now the model for Store 3 and Dept 74 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1626.875, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1626.770, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1624.950, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1624.835, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1907.027, Time=0.00 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1626.801, Time=0.05 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1628.820, Time=0.04 sec
ARIMA(0,0,1)(0,0,0)[0] : AIC=1817.430, Time=0.04 sec
Best model: ARIMA(0,0,1)(0,0,0)[0] intercept
Total fit time: 0.250 seconds
ARIMA(0,0,1)(0,0,0)[0] intercept
600.3976493629445
1450
Now the model for Store 3 and Dept 79 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1584.561, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1593.557, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1584.901, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1589.020, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2060.481, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1582.106, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1580.344, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1582.220, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1584.105, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.272 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
608.1660027317249
1451
Now the model for Store 3 and Dept 8 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1573.930, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1577.846, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1574.766, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1576.788, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2086.143, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1567.190, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1565.167, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1567.184, Time=0.05 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1569.172, Time=0.08 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.04 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.375 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
735.3214727541928
1452
Now the model for Store 3 and Dept 81 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1251.226, Time=0.10 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1363.228, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1259.675, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1305.784, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1717.212, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1253.528, Time=0.19 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1251.163, Time=0.16 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1292.585, Time=0.05 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1252.101, Time=0.19 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=1251.441, Time=0.15 sec
ARIMA(0,0,3)(0,0,0)[0] intercept : AIC=1281.433, Time=0.08 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=1254.151, Time=0.21 sec
ARIMA(1,0,2)(0,0,0)[0] : AIC=1254.979, Time=0.09 sec
Best model: ARIMA(1,0,2)(0,0,0)[0] intercept
Total fit time: 1.321 seconds
ARIMA(1,0,2)(0,0,0)[0] intercept
499.6468905682847
1453
Now the model for Store 3 and Dept 82 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1767.260, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1809.040, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1765.367, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1772.810, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2047.114, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1767.117, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1769.248, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1785.162, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.156 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1323.0837934931278
1454
Now the model for Store 3 and Dept 85 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1364.168, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1402.064, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1364.605, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1377.720, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1661.178, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1365.813, Time=0.08 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1365.970, Time=0.06 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1372.022, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1364.046, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1365.480, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1367.524, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1378.398, Time=0.04 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.454 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
282.35344200720505
1455
Now the model for Store 3 and Dept 87 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1407.786, Time=0.12 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1466.607, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1428.120, Time=0.06 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1444.435, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1637.394, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1409.626, Time=0.14 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1409.543, Time=0.15 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1439.655, Time=0.09 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1419.557, Time=0.20 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=inf, Time=0.18 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1409.685, Time=0.03 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 1.054 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
350.362783774207
1456
Now the model for Store 3 and Dept 9 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1796.597, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1876.384, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1796.139, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1832.138, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2100.754, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1795.903, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1797.856, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1797.770, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1799.765, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1803.079, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.275 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
2718.955601928445
1457
Now the model for Store 3 and Dept 90 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1265.276, Time=0.10 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1409.371, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1284.968, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1352.428, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1744.990, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1267.213, Time=0.15 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1267.215, Time=0.13 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1327.559, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1272.009, Time=0.06 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1268.992, Time=0.15 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1268.111, Time=0.05 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.780 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
102.74969808122053
1458
Now the model for Store 3 and Dept 91 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1160.118, Time=0.09 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1228.694, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1173.859, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1199.253, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1423.450, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1162.112, Time=0.14 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1162.110, Time=0.11 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1185.620, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1166.547, Time=0.02 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=inf, Time=0.20 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1162.801, Time=0.04 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.758 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
191.98824929200364
1459
Now the model for Store 3 and Dept 92 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1605.892, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1706.300, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1606.967, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1656.598, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2057.331, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1607.884, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1607.210, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1623.306, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1606.201, Time=0.03 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1608.858, Time=0.06 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1610.659, Time=0.05 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.380 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
1953.086986813432
1460
Now the model for Store 3 and Dept 95 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1713.662, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1833.306, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1719.620, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1778.029, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2204.774, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1714.969, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1715.047, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1750.060, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1713.453, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1714.536, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1716.537, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.386 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
4958.290786355227
1461
Now the model for Store 3 and Dept 96 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1640.731, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1652.154, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1641.093, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1637.905, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1948.486, Time=0.00 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1639.914, Time=0.05 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1641.982, Time=0.04 sec
ARIMA(0,0,1)(0,0,0)[0] : AIC=1843.411, Time=0.04 sec
Best model: ARIMA(0,0,1)(0,0,0)[0] intercept
Total fit time: 0.196 seconds
ARIMA(0,0,1)(0,0,0)[0] intercept
534.122906150635
1462
Now the model for Store 30 and Dept 1 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1841.560, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1856.283, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1841.088, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1839.173, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2136.510, Time=0.00 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1841.219, Time=0.03 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1843.017, Time=0.04 sec
ARIMA(0,0,1)(0,0,0)[0] : AIC=2036.231, Time=0.03 sec
Best model: ARIMA(0,0,1)(0,0,0)[0] intercept
Total fit time: 0.203 seconds
ARIMA(0,0,1)(0,0,0)[0] intercept
1750.2624732370293
1463
Now the model for Store 30 and Dept 10 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1070.763, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1066.890, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1068.827, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1068.825, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1334.772, Time=0.00 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.120 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
51.550855813953454
1464
Now the model for Store 30 and Dept 11 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1434.872, Time=0.10 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1478.997, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1447.409, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1457.115, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1658.518, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1435.394, Time=0.18 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1429.514, Time=0.12 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1458.198, Time=0.06 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1428.601, Time=0.16 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=1422.203, Time=0.13 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1424.122, Time=0.04 sec
ARIMA(3,0,3)(0,0,0)[0] intercept : AIC=1421.818, Time=0.16 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=1420.910, Time=0.20 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=1420.006, Time=0.18 sec
ARIMA(0,0,3)(0,0,0)[0] intercept : AIC=1428.122, Time=0.10 sec
ARIMA(1,0,3)(0,0,0)[0] : AIC=1433.439, Time=0.11 sec
Best model: ARIMA(1,0,3)(0,0,0)[0] intercept
Total fit time: 1.608 seconds
ARIMA(1,0,3)(0,0,0)[0] intercept
227.0461652119135
1465
Now the model for Store 30 and Dept 12 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=919.390, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=917.122, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=917.350, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=917.068, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1136.837, Time=0.00 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=917.523, Time=0.06 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=918.009, Time=0.12 sec
ARIMA(0,0,1)(0,0,0)[0] : AIC=1056.327, Time=0.02 sec
Best model: ARIMA(0,0,1)(0,0,0)[0] intercept
Total fit time: 0.316 seconds
ARIMA(0,0,1)(0,0,0)[0] intercept
24.55500107792683
1466
Now the model for Store 30 and Dept 13 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1618.316, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1713.215, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1636.022, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1674.719, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2158.337, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1618.582, Time=0.05 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1620.702, Time=0.05 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1661.448, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1621.243, Time=0.03 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1618.797, Time=0.05 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1616.718, Time=0.05 sec
ARIMA(0,0,1)(0,0,0)[0] : AIC=inf, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=inf, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] : AIC=1618.513, Time=0.07 sec
ARIMA(1,0,2)(0,0,0)[0] : AIC=1618.554, Time=0.07 sec
ARIMA(0,0,2)(0,0,0)[0] : AIC=inf, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.03 sec
ARIMA(2,0,2)(0,0,0)[0] : AIC=1620.248, Time=0.13 sec
Best model: ARIMA(1,0,1)(0,0,0)[0]
Total fit time: 0.805 seconds
ARIMA(1,0,1)(0,0,0)[0]
961.1023276842639
1467
Now the model for Store 30 and Dept 14 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1534.659, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1536.001, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1533.132, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1533.860, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1694.924, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1534.554, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1536.357, Time=0.03 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1574.558, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.175 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
205.62086291321972
1468
Now the model for Store 30 and Dept 16 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1509.077, Time=0.10 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1597.407, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1531.371, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1566.796, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1790.681, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1509.220, Time=0.03 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1507.823, Time=0.13 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1544.412, Time=0.06 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1510.545, Time=0.07 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=1509.728, Time=0.03 sec
ARIMA(0,0,3)(0,0,0)[0] intercept : AIC=1538.899, Time=0.10 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=1504.917, Time=0.22 sec
ARIMA(3,0,3)(0,0,0)[0] intercept : AIC=inf, Time=0.27 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=1512.057, Time=0.06 sec
ARIMA(2,0,3)(0,0,0)[0] : AIC=1509.776, Time=0.14 sec
Best model: ARIMA(2,0,3)(0,0,0)[0] intercept
Total fit time: 1.277 seconds
ARIMA(2,0,3)(0,0,0)[0] intercept
362.32534949110266
1469
Now the model for Store 30 and Dept 2 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1596.608, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1656.870, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1604.563, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1630.365, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2183.411, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1597.722, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1596.892, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1613.660, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1596.253, Time=0.05 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1597.892, Time=0.05 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1599.687, Time=0.10 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.450 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
511.09220198301153
1470
Now the model for Store 30 and Dept 21 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1349.600, Time=0.13 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1464.240, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1373.331, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1424.313, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1783.662, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1351.509, Time=0.15 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1351.514, Time=0.16 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1397.033, Time=0.11 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1356.811, Time=0.03 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=inf, Time=0.16 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1350.621, Time=0.04 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.845 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
161.27975869495015
1471
Now the model for Store 30 and Dept 28 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1033.364, Time=0.09 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1086.904, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1046.546, Time=0.04 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1066.361, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1237.144, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1033.893, Time=0.08 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1034.273, Time=0.11 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1049.853, Time=0.08 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1032.873, Time=0.06 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1033.904, Time=0.06 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1034.958, Time=0.18 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1039.990, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.768 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
50.45488852051995
1472
Now the model for Store 30 and Dept 3 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1415.744, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1450.844, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1415.506, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1417.038, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1629.712, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1415.305, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1417.242, Time=0.06 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1417.360, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1419.286, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1437.628, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.335 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
206.19757734185373
1473
Now the model for Store 30 and Dept 38 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2008.033, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2008.000, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2006.400, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2006.910, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2491.417, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2007.719, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2009.438, Time=0.06 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=inf, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.162 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
5351.489309752515
1474
Now the model for Store 30 and Dept 4 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1664.217, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1703.576, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1673.281, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1685.446, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2186.976, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1663.734, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1667.423, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1659.811, Time=0.06 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1660.490, Time=0.04 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=1658.482, Time=0.09 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1660.431, Time=0.10 sec
ARIMA(3,0,3)(0,0,0)[0] intercept : AIC=1654.578, Time=0.20 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=1661.357, Time=0.09 sec
ARIMA(3,0,3)(0,0,0)[0] : AIC=1660.617, Time=0.21 sec
Best model: ARIMA(3,0,3)(0,0,0)[0] intercept
Total fit time: 0.957 seconds
ARIMA(3,0,3)(0,0,0)[0] intercept
600.668660417013
1475
Now the model for Store 30 and Dept 40 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1702.422, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1774.329, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1714.458, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1745.770, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2296.116, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1700.110, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1698.924, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1700.019, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1701.948, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.277 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
1797.7199366493574
1476
Now the model for Store 30 and Dept 42 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=901.977, Time=0.09 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=899.483, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=901.075, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=900.953, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1113.524, Time=0.00 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.161 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
22.18261395348836
1477
Now the model for Store 30 and Dept 46 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1561.243, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1663.171, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1571.147, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1619.312, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2051.394, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1563.075, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1562.811, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1593.953, Time=0.08 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1562.514, Time=0.03 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1564.193, Time=0.16 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1563.130, Time=0.03 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.478 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
719.3642024792609
1478
Now the model for Store 30 and Dept 52 will be created
(100, 2)
(42, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=793.404, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=789.404, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=791.393, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=791.395, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=921.938, Time=0.00 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.134 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
7.384523809523815
1479
Now the model for Store 30 and Dept 60 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1359.451, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1393.381, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1359.023, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1362.706, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1621.356, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1358.780, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1360.508, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1360.830, Time=0.10 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1362.515, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1382.692, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.358 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
197.6781975688202
1480
Now the model for Store 30 and Dept 67 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1585.451, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1615.343, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1591.317, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1578.971, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1769.208, Time=0.00 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1581.704, Time=0.03 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1582.929, Time=0.07 sec
ARIMA(0,0,1)(0,0,0)[0] : AIC=1676.712, Time=0.02 sec
Best model: ARIMA(0,0,1)(0,0,0)[0] intercept
Total fit time: 0.232 seconds
ARIMA(0,0,1)(0,0,0)[0] intercept
521.9800110601071
1481
Now the model for Store 30 and Dept 7 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1288.257, Time=0.09 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1349.574, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1289.676, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1311.441, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1520.516, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1289.625, Time=0.14 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1289.149, Time=0.12 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1303.701, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1289.823, Time=0.04 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1291.100, Time=0.13 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1294.318, Time=0.05 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.724 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
185.13773736946757
1482
Now the model for Store 30 and Dept 74 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1242.292, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1328.049, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1242.412, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1281.618, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1481.821, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1243.839, Time=0.12 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1243.247, Time=0.07 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1264.873, Time=0.09 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1241.913, Time=0.08 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1243.776, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1245.649, Time=0.08 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1247.322, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.649 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
219.68398733556438
1483
Now the model for Store 30 and Dept 79 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1639.196, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1640.689, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1639.300, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1640.348, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2018.185, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1638.035, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1636.588, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1638.077, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1639.325, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.04 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.277 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
661.0548511900337
1484
Now the model for Store 30 and Dept 8 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1602.661, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1640.862, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1611.585, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1625.329, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2159.672, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1599.307, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1600.366, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1598.195, Time=0.07 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1596.532, Time=0.04 sec
ARIMA(3,0,0)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(3,0,0)(0,0,0)[0] intercept
Total fit time: 0.327 seconds
ARIMA(3,0,0)(0,0,0)[0] intercept
490.0717795318437
1485
Now the model for Store 30 and Dept 80 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1575.294, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1676.486, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1575.992, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1623.268, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2044.350, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1577.106, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1577.249, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1602.342, Time=0.09 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1575.152, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1577.123, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1579.083, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.407 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
544.2886796652278
1486
Now the model for Store 30 and Dept 81 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1607.259, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1721.766, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1624.910, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1671.384, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2157.599, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1608.446, Time=0.14 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1608.782, Time=0.08 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1657.199, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1616.076, Time=0.03 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=inf, Time=0.19 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1607.889, Time=0.05 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.698 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
605.8370505377586
1487
Now the model for Store 30 and Dept 82 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1750.791, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1784.395, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1748.886, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1752.987, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1988.931, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1750.698, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1752.783, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1769.886, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.178 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
618.730003477001
1488
Now the model for Store 30 and Dept 83 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1395.672, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1485.366, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1400.826, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1441.873, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1796.136, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1396.833, Time=0.09 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1397.131, Time=0.07 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1421.459, Time=0.10 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1395.167, Time=0.07 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1396.744, Time=0.08 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1398.710, Time=0.10 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.05 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.706 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
271.48888881201486
1489
Now the model for Store 30 and Dept 87 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1247.411, Time=0.13 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1269.772, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1264.753, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1267.662, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1450.956, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1248.741, Time=0.15 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1248.451, Time=0.16 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1260.102, Time=0.08 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1253.624, Time=0.03 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1249.590, Time=0.19 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1248.546, Time=0.04 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.875 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
83.58592422885285
1490
Now the model for Store 30 and Dept 90 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1864.848, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1864.797, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1863.095, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1863.870, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2374.408, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1863.704, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1864.934, Time=0.05 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=inf, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.191 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1562.2039831319098
1491
Now the model for Store 30 and Dept 91 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1823.602, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1866.319, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1832.544, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1848.713, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2359.849, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1823.332, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1824.843, Time=0.05 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1823.075, Time=0.05 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1821.831, Time=0.04 sec
ARIMA(3,0,0)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(3,0,0)(0,0,0)[0] intercept
Total fit time: 0.274 seconds
ARIMA(3,0,0)(0,0,0)[0] intercept
1383.3056682276738
1492
Now the model for Store 30 and Dept 92 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2016.197, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2039.523, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2023.471, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2030.319, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2462.519, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2012.632, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2015.639, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2008.774, Time=0.05 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=2008.843, Time=0.04 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=2003.914, Time=0.13 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=2011.130, Time=0.09 sec
ARIMA(3,0,3)(0,0,0)[0] intercept : AIC=2002.598, Time=0.15 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=2008.023, Time=0.10 sec
ARIMA(3,0,3)(0,0,0)[0] : AIC=2013.592, Time=0.13 sec
Best model: ARIMA(3,0,3)(0,0,0)[0] intercept
Total fit time: 0.833 seconds
ARIMA(3,0,3)(0,0,0)[0] intercept
2634.1373746499594
1493
Now the model for Store 30 and Dept 93 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1810.259, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1820.252, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1814.026, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1817.049, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2288.087, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1807.387, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1808.144, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1806.737, Time=0.06 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1806.062, Time=0.04 sec
ARIMA(3,0,0)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(3,0,0)(0,0,0)[0] intercept
Total fit time: 0.309 seconds
ARIMA(3,0,0)(0,0,0)[0] intercept
1076.6102292497164
1494
Now the model for Store 30 and Dept 94 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1784.501, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1842.253, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1797.851, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1821.363, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2305.558, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1783.738, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1787.590, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1781.305, Time=0.06 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1780.253, Time=0.04 sec
ARIMA(3,0,0)(0,0,0)[0] : AIC=inf, Time=0.04 sec
Best model: ARIMA(3,0,0)(0,0,0)[0] intercept
Total fit time: 0.315 seconds
ARIMA(3,0,0)(0,0,0)[0] intercept
2309.3828387914136
1495
Now the model for Store 30 and Dept 95 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1855.079, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1937.178, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1862.652, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1894.175, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2431.732, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1856.646, Time=0.09 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1855.448, Time=0.05 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1883.507, Time=0.08 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1859.354, Time=0.03 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1855.827, Time=0.08 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1857.196, Time=0.05 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.489 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
1737.0374264661978
1496
Now the model for Store 30 and Dept 96 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1818.813, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1830.466, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1818.538, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1821.444, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2260.175, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1819.552, Time=0.04 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1820.162, Time=0.06 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=inf, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.197 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1240.6645773613645
1497
Now the model for Store 30 and Dept 97 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1682.492, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1699.681, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1685.449, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1690.106, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2184.075, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1682.746, Time=0.06 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1682.191, Time=0.04 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1689.484, Time=0.10 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=inf, Time=0.16 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=1681.346, Time=0.05 sec
ARIMA(0,0,3)(0,0,0)[0] intercept : AIC=1686.699, Time=0.08 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=1683.065, Time=0.11 sec
ARIMA(1,0,3)(0,0,0)[0] : AIC=1687.833, Time=0.16 sec
Best model: ARIMA(1,0,3)(0,0,0)[0] intercept
Total fit time: 0.863 seconds
ARIMA(1,0,3)(0,0,0)[0] intercept
399.8573876590817
1498
Now the model for Store 30 and Dept 98 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1599.720, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1620.740, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1597.724, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1599.156, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1902.254, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1599.734, Time=0.04 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1601.386, Time=0.07 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1628.248, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.216 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
312.1453844973157
1499
Now the model for Store 31 and Dept 1 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2015.914, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2047.063, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2020.207, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2014.230, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2254.321, Time=0.00 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=2014.816, Time=0.02 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2016.549, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] : AIC=2155.807, Time=0.05 sec
Best model: ARIMA(0,0,1)(0,0,0)[0] intercept
Total fit time: 0.184 seconds
ARIMA(0,0,1)(0,0,0)[0] intercept
3633.602290834798
1500
Now the model for Store 31 and Dept 10 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1821.455, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1884.037, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1833.607, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1857.489, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2270.212, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1820.518, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1821.848, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1820.528, Time=0.07 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1823.505, Time=0.12 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1819.383, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1847.061, Time=0.09 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=1816.805, Time=0.06 sec
ARIMA(0,0,3)(0,0,0)[0] intercept : AIC=1838.977, Time=0.12 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=1818.905, Time=0.09 sec
ARIMA(1,0,3)(0,0,0)[0] : AIC=1825.195, Time=0.06 sec
Best model: ARIMA(1,0,3)(0,0,0)[0] intercept
Total fit time: 0.826 seconds
ARIMA(1,0,3)(0,0,0)[0] intercept
1971.4910364206382
1501
Now the model for Store 31 and Dept 11 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1809.456, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1847.142, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1812.331, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1824.040, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2165.768, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1810.373, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1809.819, Time=0.04 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1822.051, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1809.409, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1807.977, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1809.545, Time=0.05 sec
ARIMA(3,0,0)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(3,0,0)(0,0,0)[0] intercept
Total fit time: 0.382 seconds
ARIMA(3,0,0)(0,0,0)[0] intercept
1570.5703477440493
1502
Now the model for Store 31 and Dept 12 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1474.209, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1502.236, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1485.493, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1493.057, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1874.907, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1470.139, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1474.390, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1467.717, Time=0.05 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1466.810, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(3,0,0)(0,0,0)[0] intercept
Total fit time: 0.289 seconds
ARIMA(3,0,0)(0,0,0)[0] intercept
308.95976313343544
1503
Now the model for Store 31 and Dept 13 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1804.341, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1817.464, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1803.847, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1809.718, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2414.842, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1801.642, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1803.201, Time=0.04 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1803.095, Time=0.06 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1804.940, Time=0.10 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.343 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
2463.6392276186252
1504
Now the model for Store 31 and Dept 14 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2030.248, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2037.371, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2028.517, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2030.438, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2256.112, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2030.369, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2032.132, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2066.507, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.134 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1858.5549569782588
1505
Now the model for Store 31 and Dept 16 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1850.361, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1990.817, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1858.041, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1931.985, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2119.797, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1850.272, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1848.266, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1850.188, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1852.129, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1848.946, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.309 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
4118.735142377336
1506
Now the model for Store 31 and Dept 17 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1743.375, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1770.589, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1742.113, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1751.717, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2093.591, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1742.627, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1744.713, Time=0.05 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1770.569, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.171 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1189.3906378672662
1507
Now the model for Store 31 and Dept 2 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1911.609, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1921.462, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1909.544, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1912.284, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2480.401, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1911.492, Time=0.06 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1913.460, Time=0.08 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=inf, Time=0.00 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.202 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
2212.121940479098
1508
Now the model for Store 31 and Dept 20 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1688.121, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1712.099, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1689.267, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1698.181, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2039.860, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1685.547, Time=0.09 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1686.072, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1685.208, Time=0.05 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1683.286, Time=0.04 sec
ARIMA(3,0,0)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(3,0,0)(0,0,0)[0] intercept
Total fit time: 0.352 seconds
ARIMA(3,0,0)(0,0,0)[0] intercept
846.6404166363955
1509
Now the model for Store 31 and Dept 21 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1599.061, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1606.994, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1598.622, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1596.944, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1986.813, Time=0.00 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1598.765, Time=0.05 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1600.828, Time=0.04 sec
ARIMA(0,0,1)(0,0,0)[0] : AIC=1877.957, Time=0.06 sec
Best model: ARIMA(0,0,1)(0,0,0)[0] intercept
Total fit time: 0.273 seconds
ARIMA(0,0,1)(0,0,0)[0] intercept
839.9216772784931
1510
Now the model for Store 31 and Dept 22 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1808.376, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1825.614, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1807.049, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1812.144, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2108.727, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1808.214, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1809.992, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1838.100, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.172 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1556.6911905532063
1511
Now the model for Store 31 and Dept 23 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1963.011, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1984.407, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1961.066, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1967.091, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2281.532, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1962.994, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1964.996, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1991.456, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.149 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
2172.104133102615
1512
Now the model for Store 31 and Dept 24 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1783.098, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1807.478, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1783.197, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1781.417, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1988.170, Time=0.00 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1783.005, Time=0.02 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1784.430, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] : AIC=1897.992, Time=0.05 sec
Best model: ARIMA(0,0,1)(0,0,0)[0] intercept
Total fit time: 0.201 seconds
ARIMA(0,0,1)(0,0,0)[0] intercept
1235.4313754427499
1513
Now the model for Store 31 and Dept 25 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1759.785, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1767.906, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1758.142, Time=0.04 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1760.361, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2120.123, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1759.726, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1761.646, Time=0.03 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1799.017, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.155 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1376.32121528853
1514
Now the model for Store 31 and Dept 26 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1767.917, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1791.533, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1769.609, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1777.570, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2072.947, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1768.692, Time=0.03 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1769.938, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1773.196, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1767.218, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1768.195, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1770.067, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1783.791, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.335 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
1544.7009126549174
1515
Now the model for Store 31 and Dept 27 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1486.698, Time=0.09 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1596.871, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1486.990, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1538.001, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1743.833, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1488.656, Time=0.08 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1488.719, Time=0.08 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1508.244, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1486.692, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1488.712, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1490.697, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1490.963, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.524 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
645.1036375546896
1516
Now the model for Store 31 and Dept 28 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1293.227, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1436.393, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1295.741, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1367.472, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1603.081, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1295.216, Time=0.12 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1295.214, Time=0.12 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1331.969, Time=0.11 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1293.493, Time=0.05 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1303.586, Time=0.19 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1296.044, Time=0.03 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.800 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
311.4729308040922
1517
Now the model for Store 31 and Dept 29 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1687.779, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1726.749, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1686.525, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1697.648, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1970.910, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1688.018, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1689.626, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1706.320, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.191 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
514.5212554687033
1518
Now the model for Store 31 and Dept 3 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2015.585, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2086.152, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2020.297, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2026.544, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2182.337, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2018.065, Time=0.06 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2016.316, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=2024.854, Time=0.02 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2016.448, Time=0.02 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=2018.238, Time=0.06 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=2029.165, Time=0.02 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.301 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
4102.232722108879
1519
Now the model for Store 31 and Dept 30 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1536.831, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1586.833, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1539.158, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1561.483, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1897.425, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1537.294, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1537.871, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1543.412, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1535.326, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1537.342, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1539.290, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.377 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
601.5245905916637
1520
Now the model for Store 31 and Dept 31 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1672.091, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1715.915, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1670.826, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1677.668, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1864.998, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1671.959, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1674.041, Time=0.07 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1687.895, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.197 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
849.6701818892852
1521
Now the model for Store 31 and Dept 32 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1886.122, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1894.806, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1884.473, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1885.239, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2057.570, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1885.887, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1887.987, Time=0.05 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1917.585, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.145 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1395.7019881782608
1522
Now the model for Store 31 and Dept 33 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1777.263, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1811.372, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1776.562, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1778.959, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2008.631, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1776.890, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1778.951, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1799.222, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.173 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1308.0184895464856
1523
Now the model for Store 31 and Dept 34 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1810.830, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1870.027, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1815.560, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1843.756, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2206.082, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1808.514, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1806.522, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1807.838, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1809.689, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.04 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.282 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
1942.9798970941483
1524
Now the model for Store 31 and Dept 35 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1495.894, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1514.254, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1495.800, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1500.437, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1814.049, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1496.309, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1497.431, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1528.456, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.154 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
465.289776041798
1525
Now the model for Store 31 and Dept 36 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1621.015, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1741.034, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1619.413, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1666.482, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1813.312, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1621.020, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1623.022, Time=0.06 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1622.391, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.221 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1014.2824472275464
1526
Now the model for Store 31 and Dept 37 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1479.710, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1483.531, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1477.585, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1477.794, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1900.168, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1479.540, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1481.727, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1521.974, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.188 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
514.5661641396105
1527
Now the model for Store 31 and Dept 38 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2076.722, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2073.615, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2074.781, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2074.726, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2545.678, Time=0.00 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.066 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
7134.072788372096
1528
Now the model for Store 31 and Dept 4 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1855.500, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1867.895, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1855.344, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1860.348, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2375.535, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1854.485, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1856.428, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1856.445, Time=0.06 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1858.368, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.275 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
1644.8809650253272
1529
Now the model for Store 31 and Dept 40 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1866.482, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1895.443, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1873.237, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1884.691, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2473.270, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1860.891, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1859.559, Time=0.04 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1860.439, Time=0.06 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1862.403, Time=0.10 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.04 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.364 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
3315.0967027359306
1530
Now the model for Store 31 and Dept 41 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1686.182, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1701.461, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1684.433, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1689.674, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1792.189, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1685.913, Time=0.06 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1687.856, Time=0.05 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1705.411, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.205 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
531.0391659828755
1531
Now the model for Store 31 and Dept 42 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1568.763, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1568.686, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1567.289, Time=0.05 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1568.196, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2001.499, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1567.006, Time=0.04 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1568.838, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1568.941, Time=0.05 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1570.836, Time=0.09 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.351 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
433.58422236780285
1532
Now the model for Store 31 and Dept 44 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1577.723, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1605.718, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1575.680, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1584.068, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1851.164, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1577.512, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1577.151, Time=0.07 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1601.814, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.212 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
457.57806590893193
1533
Now the model for Store 31 and Dept 46 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1886.017, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1907.939, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1884.223, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1887.715, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2317.047, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1885.819, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1887.886, Time=0.06 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=inf, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.157 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1986.0764064848147
1534
Now the model for Store 31 and Dept 49 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1793.585, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1790.778, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1791.805, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1792.032, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2098.863, Time=0.00 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.071 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
1680.3634627906977
1535
Now the model for Store 31 and Dept 5 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2123.919, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2149.972, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2123.219, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2132.960, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2296.520, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2123.952, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2125.715, Time=0.03 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2146.175, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.123 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
6506.812228776011
1536
Now the model for Store 31 and Dept 52 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1400.660, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1405.568, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1399.659, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1401.645, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1624.986, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1399.730, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1401.686, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1441.119, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.169 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
171.35444244956253
1537
Now the model for Store 31 and Dept 55 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1977.643, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2001.874, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1978.134, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1988.935, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2132.072, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1973.942, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1975.812, Time=0.02 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1975.926, Time=0.07 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1975.188, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1979.686, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1977.380, Time=0.03 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=1974.544, Time=0.08 sec
ARIMA(2,0,1)(0,0,0)[0] : AIC=1982.785, Time=0.04 sec
Best model: ARIMA(2,0,1)(0,0,0)[0] intercept
Total fit time: 0.453 seconds
ARIMA(2,0,1)(0,0,0)[0] intercept
2889.0485930665936
1538
Now the model for Store 31 and Dept 56 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1631.299, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1771.441, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1629.514, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1694.750, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1845.084, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1631.258, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1633.286, Time=0.07 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1631.027, Time=0.02 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.200 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
966.0209345971815
1539
Now the model for Store 31 and Dept 58 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1777.701, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1791.035, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1779.458, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1784.433, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1941.649, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1777.148, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1775.434, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1777.001, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1778.934, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1790.886, Time=0.01 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.226 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
1591.4309306258565
1540
Now the model for Store 31 and Dept 59 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1590.694, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1637.465, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1590.333, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1596.576, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1683.073, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1590.301, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1592.301, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1592.286, Time=0.08 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1594.333, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1599.551, Time=0.03 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.301 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
479.8275866415541
1541
Now the model for Store 31 and Dept 6 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1902.147, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1899.577, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1900.134, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1900.217, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1995.209, Time=0.01 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.061 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
1945.1205953488386
1542
Now the model for Store 31 and Dept 67 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1884.224, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1915.076, Time=0.14 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1891.191, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1880.804, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2072.452, Time=0.00 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1882.630, Time=0.02 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1884.608, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] : AIC=1984.691, Time=0.05 sec
Best model: ARIMA(0,0,1)(0,0,0)[0] intercept
Total fit time: 0.325 seconds
ARIMA(0,0,1)(0,0,0)[0] intercept
2181.5155664106032
1543
Now the model for Store 31 and Dept 7 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2261.076, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2287.449, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2259.071, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2266.800, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2358.206, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2261.001, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2263.053, Time=0.03 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2273.429, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.114 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
6537.513730141666
1544
Now the model for Store 31 and Dept 71 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1742.880, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1764.041, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1738.500, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1750.492, Time=0.08 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2033.932, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1732.012, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1736.786, Time=0.04 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1733.005, Time=0.05 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1732.669, Time=0.19 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.477 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
1374.3394187881345
1545
Now the model for Store 31 and Dept 72 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2379.249, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2376.669, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2377.607, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2377.874, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2483.395, Time=0.00 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.057 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
11064.056916279076
1546
Now the model for Store 31 and Dept 74 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1842.898, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1845.095, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1842.473, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1843.991, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2217.083, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1840.009, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1841.317, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1841.855, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1843.293, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.257 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
1784.4015194790118
1547
Now the model for Store 31 and Dept 79 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=inf, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1990.624, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1990.912, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1988.908, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2384.294, Time=0.00 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1989.779, Time=0.03 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1992.673, Time=0.09 sec
ARIMA(0,0,1)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(0,0,1)(0,0,0)[0] intercept
Total fit time: 0.243 seconds
ARIMA(0,0,1)(0,0,0)[0] intercept
4850.2835216197645
1548
Now the model for Store 31 and Dept 8 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1774.177, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1771.756, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1772.742, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1773.032, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2314.606, Time=0.00 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.084 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
887.5444302325587
1549
Now the model for Store 31 and Dept 80 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1735.074, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1763.809, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1737.404, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1747.117, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2255.889, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1735.998, Time=0.05 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1735.877, Time=0.05 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1733.854, Time=0.07 sec
ARIMA(0,0,3)(0,0,0)[0] intercept : AIC=1729.255, Time=0.09 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=1732.428, Time=0.10 sec
ARIMA(0,0,3)(0,0,0)[0] : AIC=inf, Time=0.09 sec
Best model: ARIMA(0,0,3)(0,0,0)[0] intercept
Total fit time: 0.548 seconds
ARIMA(0,0,3)(0,0,0)[0] intercept
789.8804490577174
1550
Now the model for Store 31 and Dept 81 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1785.121, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1818.578, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1783.891, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1793.795, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2312.341, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1785.577, Time=0.09 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1786.485, Time=0.13 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=inf, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.349 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1380.6082457922691
1551
Now the model for Store 31 and Dept 82 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2047.352, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2068.190, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2045.293, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2049.700, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2256.775, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2047.292, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2049.335, Time=0.06 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2071.635, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.145 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
2105.4408721288437
1552
Now the model for Store 31 and Dept 83 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1677.231, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1705.960, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1684.001, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1674.960, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2090.359, Time=0.00 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1675.246, Time=0.06 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1678.695, Time=0.05 sec
ARIMA(0,0,1)(0,0,0)[0] : AIC=1973.411, Time=0.05 sec
Best model: ARIMA(0,0,1)(0,0,0)[0] intercept
Total fit time: 0.268 seconds
ARIMA(0,0,1)(0,0,0)[0] intercept
1249.0132658125297
1553
Now the model for Store 31 and Dept 85 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1455.932, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1471.749, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1454.257, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1458.069, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1740.327, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1455.816, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1457.816, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1487.495, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.202 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
329.0517562611051
1554
Now the model for Store 31 and Dept 87 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1688.958, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1701.916, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1695.974, Time=0.04 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1699.117, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2087.536, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1683.281, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1686.791, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1681.701, Time=0.06 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1681.031, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] : AIC=inf, Time=0.04 sec
Best model: ARIMA(3,0,0)(0,0,0)[0] intercept
Total fit time: 0.303 seconds
ARIMA(3,0,0)(0,0,0)[0] intercept
1321.2098369949265
1555
Now the model for Store 31 and Dept 9 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1809.468, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1864.702, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1817.320, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1842.356, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2150.136, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1809.417, Time=0.03 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1809.383, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1807.567, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1809.549, Time=0.07 sec
ARIMA(3,0,0)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(3,0,0)(0,0,0)[0] intercept
Total fit time: 0.254 seconds
ARIMA(3,0,0)(0,0,0)[0] intercept
2196.7364220989784
1556
Now the model for Store 31 and Dept 90 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2027.941, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2095.164, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2039.936, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2070.362, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2556.131, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2027.855, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2033.375, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2023.260, Time=0.07 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=2028.840, Time=0.03 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=2008.142, Time=0.13 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=2019.526, Time=0.11 sec
ARIMA(3,0,3)(0,0,0)[0] intercept : AIC=2000.590, Time=0.23 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=2016.845, Time=0.13 sec
ARIMA(3,0,3)(0,0,0)[0] : AIC=2007.578, Time=0.22 sec
Best model: ARIMA(3,0,3)(0,0,0)[0] intercept
Total fit time: 1.059 seconds
ARIMA(3,0,3)(0,0,0)[0] intercept
3508.9944306337043
1557
Now the model for Store 31 and Dept 91 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1993.959, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2009.168, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2004.471, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1991.881, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2518.214, Time=0.00 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1994.339, Time=0.02 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1994.538, Time=0.05 sec
ARIMA(0,0,1)(0,0,0)[0] : AIC=inf, Time=0.04 sec
Best model: ARIMA(0,0,1)(0,0,0)[0] intercept
Total fit time: 0.177 seconds
ARIMA(0,0,1)(0,0,0)[0] intercept
3802.0503542728093
1558
Now the model for Store 31 and Dept 92 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2187.680, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2207.976, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2187.396, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2194.063, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2634.685, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2188.664, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2188.785, Time=0.06 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=inf, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.147 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
9049.783484533975
1559
Now the model for Store 31 and Dept 93 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2061.118, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2066.816, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2059.088, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2059.967, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2475.180, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2061.081, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2063.042, Time=0.09 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2103.192, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.193 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
6029.137742003721
1560
Now the model for Store 31 and Dept 94 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1993.386, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2074.081, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2009.222, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2042.416, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2512.341, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1993.667, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1994.365, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=2023.978, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1998.333, Time=0.02 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=inf, Time=0.19 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1994.756, Time=0.03 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.488 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
4957.331915359525
1561
Now the model for Store 31 and Dept 95 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2055.504, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2096.028, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2053.438, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2066.625, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2600.361, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2055.356, Time=0.04 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2057.390, Time=0.09 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=inf, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.218 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
5391.101384959941
1562
Now the model for Store 31 and Dept 96 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1963.428, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1969.016, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1961.441, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1962.141, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2352.491, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1963.410, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1965.414, Time=0.05 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2004.481, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.159 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
2285.577448197073
1563
Now the model for Store 31 and Dept 97 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1874.931, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1892.537, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1880.394, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1872.034, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2355.710, Time=0.00 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1875.267, Time=0.02 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1875.821, Time=0.05 sec
ARIMA(0,0,1)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(0,0,1)(0,0,0)[0] intercept
Total fit time: 0.191 seconds
ARIMA(0,0,1)(0,0,0)[0] intercept
1879.376869957272
1564
Now the model for Store 31 and Dept 98 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1803.391, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1821.900, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1803.781, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1797.614, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2136.774, Time=0.00 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1799.361, Time=0.07 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1801.334, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] : AIC=2027.165, Time=0.03 sec
Best model: ARIMA(0,0,1)(0,0,0)[0] intercept
Total fit time: 0.248 seconds
ARIMA(0,0,1)(0,0,0)[0] intercept
1116.516818658937
1565
Now the model for Store 32 and Dept 1 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2092.866, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2126.137, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2097.775, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2091.367, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2309.815, Time=0.00 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=2091.895, Time=0.02 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2093.533, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] : AIC=2238.489, Time=0.01 sec
Best model: ARIMA(0,0,1)(0,0,0)[0] intercept
Total fit time: 0.133 seconds
ARIMA(0,0,1)(0,0,0)[0] intercept
4591.969115154026
1566
Now the model for Store 32 and Dept 10 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1962.592, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1983.271, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1964.077, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1972.335, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2293.687, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1961.880, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1959.854, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1961.873, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1963.880, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.243 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
3327.3208733640395
1567
Now the model for Store 32 and Dept 11 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1828.622, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1879.414, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1833.242, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1858.792, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2211.536, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1825.977, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1824.042, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1825.916, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1827.934, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.254 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
2029.6454830599048
1568
Now the model for Store 32 and Dept 12 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1524.320, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1569.841, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1535.182, Time=0.05 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1550.826, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1898.375, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1523.438, Time=0.03 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1526.416, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1521.589, Time=0.04 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1521.396, Time=0.04 sec
ARIMA(3,0,0)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(3,0,0)(0,0,0)[0] intercept
Total fit time: 0.298 seconds
ARIMA(3,0,0)(0,0,0)[0] intercept
502.16474347430824
1569
Now the model for Store 32 and Dept 13 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1772.244, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1780.985, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1775.175, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1779.222, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2347.914, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1756.509, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1754.961, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1756.623, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1758.506, Time=0.10 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.325 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
1217.976584003525
1570
Now the model for Store 32 and Dept 14 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2032.883, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2048.325, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2033.291, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2038.721, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2239.726, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2034.177, Time=0.03 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2036.833, Time=0.04 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=2036.535, Time=0.02 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2032.963, Time=0.03 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=2032.444, Time=0.07 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=2034.120, Time=0.08 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=2031.179, Time=0.09 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=2034.599, Time=0.05 sec
ARIMA(3,0,3)(0,0,0)[0] intercept : AIC=2023.672, Time=0.15 sec
ARIMA(3,0,3)(0,0,0)[0] : AIC=2028.411, Time=0.12 sec
Best model: ARIMA(3,0,3)(0,0,0)[0] intercept
Total fit time: 0.732 seconds
ARIMA(3,0,3)(0,0,0)[0] intercept
3843.4994216345663
1571
Now the model for Store 32 and Dept 16 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1978.040, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2163.695, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1976.028, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=inf, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2252.477, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1978.030, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1971.894, Time=0.06 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1968.403, Time=0.05 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1972.902, Time=0.04 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=1970.565, Time=0.08 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1969.898, Time=0.06 sec
ARIMA(3,0,1)(0,0,0)[0] : AIC=1967.872, Time=0.04 sec
ARIMA(2,0,1)(0,0,0)[0] : AIC=1971.687, Time=0.05 sec
ARIMA(3,0,0)(0,0,0)[0] : AIC=1972.177, Time=0.03 sec
ARIMA(3,0,2)(0,0,0)[0] : AIC=1969.887, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1978.190, Time=0.01 sec
ARIMA(2,0,2)(0,0,0)[0] : AIC=1969.426, Time=0.07 sec
Best model: ARIMA(3,0,1)(0,0,0)[0]
Total fit time: 0.678 seconds
ARIMA(3,0,1)(0,0,0)[0]
14565.707437700541
1572
Now the model for Store 32 and Dept 17 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1826.775, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1847.457, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1828.814, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1837.065, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2163.056, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1826.425, Time=0.03 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1824.528, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1826.460, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1828.397, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.224 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
1385.9147164454407
1573
Now the model for Store 32 and Dept 19 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1443.336, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1475.891, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1443.186, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1457.596, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1771.719, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1441.058, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1440.342, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1440.584, Time=0.18 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1438.667, Time=0.10 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1439.995, Time=0.13 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1442.241, Time=0.07 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=1439.905, Time=0.20 sec
ARIMA(2,0,1)(0,0,0)[0] : AIC=1455.513, Time=0.09 sec
Best model: ARIMA(2,0,1)(0,0,0)[0] intercept
Total fit time: 0.928 seconds
ARIMA(2,0,1)(0,0,0)[0] intercept
306.4724371867345
1574
Now the model for Store 32 and Dept 2 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1942.590, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1943.370, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1941.154, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1942.257, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2449.074, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1940.599, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1942.614, Time=0.04 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1942.584, Time=0.07 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1944.582, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.308 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
2795.5287760181786
1575
Now the model for Store 32 and Dept 20 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1623.174, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1650.577, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1631.125, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1640.698, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1994.479, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1619.014, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1618.493, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1618.669, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1620.367, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.278 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
544.3564063804123
1576
Now the model for Store 32 and Dept 21 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1680.710, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1697.112, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1678.777, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1681.373, Time=0.08 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2002.673, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1680.678, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1682.734, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1712.559, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.229 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
800.4026465421877
1577
Now the model for Store 32 and Dept 22 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1858.225, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1871.546, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1856.859, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1860.156, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2119.824, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1858.627, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1859.976, Time=0.05 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1891.082, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.137 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1161.8298452257873
1578
Now the model for Store 32 and Dept 23 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1969.409, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1993.392, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1968.856, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1976.656, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2257.472, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1968.589, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1970.571, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1970.595, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1972.580, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1983.141, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.255 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
2219.756602254888
1579
Now the model for Store 32 and Dept 24 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1746.006, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1771.984, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1745.933, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1756.423, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1970.292, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1744.867, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1746.859, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1746.893, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1748.878, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1758.852, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.216 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
1030.6281211125415
1580
Now the model for Store 32 and Dept 25 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1775.961, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1787.139, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1775.533, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1780.980, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2082.676, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1768.980, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1769.270, Time=0.04 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1765.567, Time=0.06 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1767.434, Time=0.11 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1765.939, Time=0.10 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1773.713, Time=0.03 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=1767.100, Time=0.11 sec
ARIMA(2,0,1)(0,0,0)[0] : AIC=1783.200, Time=0.09 sec
Best model: ARIMA(2,0,1)(0,0,0)[0] intercept
Total fit time: 0.630 seconds
ARIMA(2,0,1)(0,0,0)[0] intercept
1224.4423514510186
1581
Now the model for Store 32 and Dept 26 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1745.210, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1784.116, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1747.703, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1763.306, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2033.205, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1745.738, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1748.568, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1751.716, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1744.001, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1745.610, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1747.482, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1756.114, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.344 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
928.0196516848421
1582
Now the model for Store 32 and Dept 27 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1524.988, Time=0.11 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1578.044, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1533.311, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1552.324, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1740.114, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1526.294, Time=0.07 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1527.106, Time=0.06 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1538.023, Time=0.10 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1524.616, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1526.534, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1528.292, Time=0.11 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1529.390, Time=0.03 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.596 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
537.4699314031383
1583
Now the model for Store 32 and Dept 28 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1295.012, Time=0.08 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1398.651, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1301.873, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1350.111, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1605.950, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1296.643, Time=0.14 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1296.564, Time=0.12 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1330.855, Time=0.10 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1295.224, Time=0.02 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1298.766, Time=0.09 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1299.473, Time=0.04 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.687 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
191.53170992159843
1584
Now the model for Store 32 and Dept 29 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1681.566, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1698.829, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1681.474, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1686.130, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1916.272, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1681.483, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1683.073, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1712.675, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.159 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
381.75105108451373
1585
Now the model for Store 32 and Dept 3 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2004.914, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2134.195, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2013.602, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2054.755, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2246.899, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2002.379, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2000.523, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=2001.724, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2003.753, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=2010.950, Time=0.01 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.262 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
6934.74900531448
1586
Now the model for Store 32 and Dept 30 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1481.661, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1539.520, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1492.195, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1515.162, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1841.399, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1481.097, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1480.571, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1480.999, Time=0.07 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1482.784, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.274 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
443.57217844852704
1587
Now the model for Store 32 and Dept 31 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1618.836, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1664.948, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1617.022, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1634.022, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1842.944, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1618.476, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1615.241, Time=0.15 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1618.563, Time=0.14 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1618.486, Time=0.10 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1620.240, Time=0.04 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1619.246, Time=0.03 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=1618.751, Time=0.11 sec
ARIMA(2,0,1)(0,0,0)[0] : AIC=1624.065, Time=0.12 sec
Best model: ARIMA(2,0,1)(0,0,0)[0] intercept
Total fit time: 0.823 seconds
ARIMA(2,0,1)(0,0,0)[0] intercept
966.7972045185576
1588
Now the model for Store 32 and Dept 32 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1833.299, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1840.546, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1831.311, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1832.204, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2018.177, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1833.308, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1835.298, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1866.251, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.166 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
787.809531697529
1589
Now the model for Store 32 and Dept 33 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1744.896, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1767.041, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1744.095, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1751.992, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1962.481, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1744.929, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1746.601, Time=0.03 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1770.934, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.118 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1058.8029913576734
1590
Now the model for Store 32 and Dept 34 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1785.343, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1835.546, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1790.524, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1815.600, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2162.839, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1783.454, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1781.431, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1783.430, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1785.440, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.247 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
1311.610226714593
1591
Now the model for Store 32 and Dept 35 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1516.756, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1543.481, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1518.271, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1526.869, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1830.093, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1517.169, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1516.647, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1523.617, Time=0.05 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1518.249, Time=0.09 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=1516.763, Time=0.05 sec
ARIMA(0,0,3)(0,0,0)[0] intercept : AIC=1515.550, Time=0.07 sec
ARIMA(0,0,3)(0,0,0)[0] : AIC=1641.268, Time=0.16 sec
Best model: ARIMA(0,0,3)(0,0,0)[0] intercept
Total fit time: 0.600 seconds
ARIMA(0,0,3)(0,0,0)[0] intercept
321.7207645682571
1592
Now the model for Store 32 and Dept 36 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1534.220, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1622.705, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1533.173, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1574.854, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1765.210, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1533.631, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1535.069, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1540.787, Time=0.02 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.175 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
685.4206756673383
1593
Now the model for Store 32 and Dept 37 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1509.273, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1517.592, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1507.266, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1508.619, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1892.939, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1509.270, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1511.260, Time=0.05 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1547.557, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.210 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
384.71258545867744
1594
Now the model for Store 32 and Dept 38 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2016.410, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2022.612, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2020.497, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2021.888, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2480.915, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2013.232, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2016.631, Time=0.02 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2008.571, Time=0.07 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=2009.672, Time=0.04 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=1983.022, Time=0.15 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1983.983, Time=0.12 sec
ARIMA(3,0,3)(0,0,0)[0] intercept : AIC=1979.143, Time=0.17 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=inf, Time=0.23 sec
ARIMA(3,0,3)(0,0,0)[0] : AIC=1997.978, Time=0.21 sec
Best model: ARIMA(3,0,3)(0,0,0)[0] intercept
Total fit time: 1.138 seconds
ARIMA(3,0,3)(0,0,0)[0] intercept
6113.804843946532
1595
Now the model for Store 32 and Dept 4 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1776.825, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1801.507, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1781.783, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1792.169, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2334.194, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1770.349, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1768.383, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1770.314, Time=0.05 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1772.305, Time=0.09 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.364 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
1260.543052550489
1596
Now the model for Store 32 and Dept 40 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1857.088, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1857.627, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1856.331, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1857.348, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2476.842, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1854.469, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1856.147, Time=0.05 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1856.346, Time=0.07 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1858.148, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.300 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
3826.6615702022873
1597
Now the model for Store 32 and Dept 41 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1759.106, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1802.218, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1757.401, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1767.621, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1907.210, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1759.110, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1760.900, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1770.457, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.176 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
2142.754588170796
1598
Now the model for Store 32 and Dept 42 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1623.129, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1646.567, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1630.579, Time=0.07 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1637.345, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2041.358, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1620.969, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1623.594, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1617.355, Time=0.07 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1616.071, Time=0.05 sec
ARIMA(3,0,0)(0,0,0)[0] : AIC=inf, Time=0.04 sec
Best model: ARIMA(3,0,0)(0,0,0)[0] intercept
Total fit time: 0.384 seconds
ARIMA(3,0,0)(0,0,0)[0] intercept
655.7761746951738
1599
Now the model for Store 32 and Dept 44 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1677.666, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1720.150, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1675.837, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1685.403, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1966.800, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1677.535, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1679.612, Time=0.05 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1696.888, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.187 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
540.9397615999698
1600
Now the model for Store 32 and Dept 46 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1897.105, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1925.717, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1896.210, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1907.518, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2319.992, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1896.304, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1898.310, Time=0.03 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1925.141, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.148 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
2981.26619355824
1601
Now the model for Store 32 and Dept 49 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1677.113, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1673.711, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1675.121, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1675.064, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1974.778, Time=0.00 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.070 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
900.0427395348836
1602
Now the model for Store 32 and Dept 5 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2197.113, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2216.976, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2198.313, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2205.740, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2326.843, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2198.283, Time=0.03 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2200.656, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=2202.357, Time=0.02 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2197.154, Time=0.02 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=2196.912, Time=0.05 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=2198.627, Time=0.07 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=2197.310, Time=0.08 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=2197.821, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2199.015, Time=0.05 sec
ARIMA(3,0,3)(0,0,0)[0] intercept : AIC=2192.934, Time=0.10 sec
ARIMA(3,0,3)(0,0,0)[0] : AIC=2197.131, Time=0.12 sec
Best model: ARIMA(3,0,3)(0,0,0)[0] intercept
Total fit time: 0.660 seconds
ARIMA(3,0,3)(0,0,0)[0] intercept
8746.613018665268
1603
Now the model for Store 32 and Dept 52 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1524.046, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1528.847, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1523.316, Time=0.05 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1525.274, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1858.309, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1522.914, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1524.782, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1524.813, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1526.701, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1547.023, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.277 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
334.8587595799447
1604
Now the model for Store 32 and Dept 55 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2060.878, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2089.973, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2065.982, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2078.296, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2181.935, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2058.079, Time=0.03 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2056.091, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=2058.111, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2060.077, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=2062.877, Time=0.01 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.204 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
5129.326364076848
1605
Now the model for Store 32 and Dept 56 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1907.144, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2058.377, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1907.293, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1967.879, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2104.159, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1909.167, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1908.905, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1946.551, Time=0.08 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1907.183, Time=0.02 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1908.346, Time=0.06 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1908.097, Time=0.02 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.351 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
3864.4287635858955
1606
Now the model for Store 32 and Dept 58 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1698.413, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1704.879, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1698.061, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1700.551, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1837.955, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1696.986, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1699.003, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1698.963, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1700.944, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1714.260, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.238 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
1067.9034204060924
1607
Now the model for Store 32 and Dept 59 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1495.080, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1565.280, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1493.321, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1517.323, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1667.184, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1495.073, Time=0.05 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1497.142, Time=0.09 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1502.857, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.278 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
525.6574899507214
1608
Now the model for Store 32 and Dept 6 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1925.459, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1921.981, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1923.538, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1923.657, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2030.078, Time=0.00 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.056 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
1468.8480581395359
1609
Now the model for Store 32 and Dept 60 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1432.517, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1441.126, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1430.719, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1430.599, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1646.301, Time=0.00 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1432.410, Time=0.08 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1434.363, Time=0.06 sec
ARIMA(0,0,1)(0,0,0)[0] : AIC=1560.907, Time=0.03 sec
Best model: ARIMA(0,0,1)(0,0,0)[0] intercept
Total fit time: 0.273 seconds
ARIMA(0,0,1)(0,0,0)[0] intercept
178.01783935837113
1610
Now the model for Store 32 and Dept 67 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1939.409, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1963.384, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1939.940, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1938.114, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2138.358, Time=0.00 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1938.001, Time=0.02 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1940.229, Time=0.03 sec
ARIMA(0,0,3)(0,0,0)[0] intercept : AIC=1939.643, Time=0.02 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=1941.043, Time=0.05 sec
ARIMA(0,0,2)(0,0,0)[0] : AIC=2015.956, Time=0.06 sec
Best model: ARIMA(0,0,2)(0,0,0)[0] intercept
Total fit time: 0.234 seconds
ARIMA(0,0,2)(0,0,0)[0] intercept
2671.8711121135498
1611
Now the model for Store 32 and Dept 7 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2254.805, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2303.876, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2252.756, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2270.330, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2386.744, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2254.754, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2256.803, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2263.590, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.138 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
8191.457132427589
1612
Now the model for Store 32 and Dept 71 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1698.453, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1696.478, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1696.406, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1696.549, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1998.120, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1698.415, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1700.446, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1751.401, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.134 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
784.8947819319468
1613
Now the model for Store 32 and Dept 72 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2338.850, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2338.041, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2337.602, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2338.231, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2463.220, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2338.220, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2339.912, Time=0.03 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2379.407, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.119 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
6610.565197297913
1614
Now the model for Store 32 and Dept 74 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1813.720, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1823.369, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1812.161, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1816.171, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2203.971, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1812.541, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1814.148, Time=0.06 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1852.192, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.172 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1591.870797635677
1615
Now the model for Store 32 and Dept 79 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1733.947, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1733.407, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1731.945, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1732.050, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2218.329, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1733.948, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1735.947, Time=0.06 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=inf, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.158 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1010.107614801476
1616
Now the model for Store 32 and Dept 8 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1824.303, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1821.968, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1822.058, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1822.529, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2310.257, Time=0.01 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.065 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
947.9424325581411
1617
Now the model for Store 32 and Dept 80 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1677.916, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1678.005, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1676.067, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1675.976, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2227.592, Time=0.00 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1678.031, Time=0.02 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1679.977, Time=0.06 sec
ARIMA(0,0,1)(0,0,0)[0] : AIC=inf, Time=0.05 sec
Best model: ARIMA(0,0,1)(0,0,0)[0] intercept
Total fit time: 0.226 seconds
ARIMA(0,0,1)(0,0,0)[0] intercept
1600.214622613042
1618
Now the model for Store 32 and Dept 81 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1657.144, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1674.995, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1658.237, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1665.536, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2237.580, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1657.885, Time=0.08 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1658.006, Time=0.05 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1658.572, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1655.958, Time=0.05 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1657.928, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1659.862, Time=0.10 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.527 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
745.4036583573786
1619
Now the model for Store 32 and Dept 82 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2084.573, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2121.026, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2083.158, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2088.240, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2274.548, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2084.406, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2086.452, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2102.178, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.130 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1875.7583317391052
1620
Now the model for Store 32 and Dept 83 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1531.542, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1542.025, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1532.429, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1537.501, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1933.577, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1525.216, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1523.597, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1525.850, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1526.919, Time=0.10 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.313 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
269.23038046415724
1621
Now the model for Store 32 and Dept 85 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1678.325, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1730.978, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1683.021, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1679.448, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1876.026, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1678.366, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1679.351, Time=0.09 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1678.765, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1676.276, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1678.233, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1680.245, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1700.202, Time=0.14 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.576 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
752.3681179761239
1622
Now the model for Store 32 and Dept 87 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1672.091, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1694.079, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1673.107, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1679.120, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2042.838, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1673.550, Time=0.06 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1673.447, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1678.169, Time=0.02 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1672.498, Time=0.02 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=inf, Time=0.18 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1672.021, Time=0.06 sec
ARIMA(0,0,1)(0,0,0)[0] : AIC=inf, Time=0.03 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1704.397, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] : AIC=1672.637, Time=0.11 sec
ARIMA(1,0,2)(0,0,0)[0] : AIC=1672.650, Time=0.12 sec
ARIMA(0,0,2)(0,0,0)[0] : AIC=inf, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.03 sec
ARIMA(2,0,2)(0,0,0)[0] : AIC=inf, Time=0.09 sec
Best model: ARIMA(1,0,1)(0,0,0)[0]
Total fit time: 0.928 seconds
ARIMA(1,0,1)(0,0,0)[0]
1306.6858246515997
1623
Now the model for Store 32 and Dept 9 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1959.526, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2077.070, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1964.356, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2032.659, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2271.251, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1960.713, Time=0.03 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1961.337, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=2022.175, Time=0.03 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1959.793, Time=0.02 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1961.723, Time=0.08 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1960.524, Time=0.02 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.290 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
8572.322282503685
1624
Now the model for Store 32 and Dept 90 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2003.522, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2014.776, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2008.788, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2012.454, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2491.748, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1991.125, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1992.825, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1992.110, Time=0.07 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1982.502, Time=0.08 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1999.743, Time=0.04 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=1983.845, Time=0.13 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=1983.225, Time=0.13 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=1995.048, Time=0.07 sec
ARIMA(3,0,3)(0,0,0)[0] intercept : AIC=1982.446, Time=0.20 sec
ARIMA(3,0,3)(0,0,0)[0] : AIC=1987.080, Time=0.14 sec
Best model: ARIMA(3,0,3)(0,0,0)[0] intercept
Total fit time: 1.041 seconds
ARIMA(3,0,3)(0,0,0)[0] intercept
3983.9734331785794
1625
Now the model for Store 32 and Dept 91 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1865.289, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1861.519, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1863.303, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1863.441, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2443.898, Time=0.00 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.094 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
1816.7463162790727
1626
Now the model for Store 32 and Dept 92 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2128.531, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2161.600, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2138.732, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2151.734, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2587.920, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2119.682, Time=0.03 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2120.636, Time=0.02 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2121.115, Time=0.05 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=2114.358, Time=0.07 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2128.469, Time=0.05 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=2116.035, Time=0.10 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=2115.499, Time=0.10 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=2120.124, Time=0.08 sec
ARIMA(3,0,3)(0,0,0)[0] intercept : AIC=2113.024, Time=0.22 sec
ARIMA(3,0,3)(0,0,0)[0] : AIC=2117.616, Time=0.13 sec
Best model: ARIMA(3,0,3)(0,0,0)[0] intercept
Total fit time: 0.917 seconds
ARIMA(3,0,3)(0,0,0)[0] intercept
5599.721843640719
1627
Now the model for Store 32 and Dept 93 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1880.914, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1877.149, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1878.978, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1879.061, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2350.739, Time=0.00 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.064 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
1904.4367348837184
1628
Now the model for Store 32 and Dept 94 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1945.658, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1972.841, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1955.822, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1965.454, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2443.549, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1938.880, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1940.202, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1939.731, Time=0.05 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1934.822, Time=0.09 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1939.917, Time=0.05 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=1936.325, Time=0.20 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=1936.765, Time=0.14 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=1937.119, Time=0.05 sec
ARIMA(3,0,3)(0,0,0)[0] intercept : AIC=1937.504, Time=0.16 sec
ARIMA(2,0,2)(0,0,0)[0] : AIC=1941.769, Time=0.07 sec
Best model: ARIMA(2,0,2)(0,0,0)[0] intercept
Total fit time: 0.957 seconds
ARIMA(2,0,2)(0,0,0)[0] intercept
2865.885351370532
1629
Now the model for Store 32 and Dept 95 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2001.652, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2032.068, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2008.531, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2020.790, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2554.554, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1999.277, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1998.667, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1999.371, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2000.765, Time=0.09 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.331 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
3805.0369515770526
1630
Now the model for Store 32 and Dept 96 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1453.954, Time=0.12 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1516.562, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1462.925, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1482.601, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1834.456, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1458.944, Time=0.09 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1458.502, Time=0.09 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1476.596, Time=0.09 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1461.174, Time=0.02 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1457.435, Time=0.06 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1458.333, Time=0.04 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.606 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
398.1874828258942
1631
Now the model for Store 32 and Dept 97 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1719.230, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1717.664, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1718.195, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1718.752, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2238.295, Time=0.00 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.067 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
925.1829813953498
1632
Now the model for Store 32 and Dept 98 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1709.219, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1719.923, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1707.081, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1709.016, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2087.581, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1709.245, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1711.230, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1745.656, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.128 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
688.2175157106965
1633
Now the model for Store 33 and Dept 1 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1645.126, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1684.400, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1644.353, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1654.661, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1840.369, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1645.728, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1647.137, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1662.891, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.230 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
824.1541326202497
1634
Now the model for Store 33 and Dept 10 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=949.925, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=946.081, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=948.035, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=948.046, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1135.517, Time=0.00 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.125 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
53.938118604651144
1635
Now the model for Store 33 and Dept 11 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1114.384, Time=0.10 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1151.212, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1121.421, Time=0.04 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1132.404, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1320.923, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1116.329, Time=0.15 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1116.319, Time=0.16 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1127.475, Time=0.08 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1118.164, Time=0.06 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=inf, Time=0.19 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1116.255, Time=0.03 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.857 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
57.790011700933384
1636
Now the model for Store 33 and Dept 13 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1517.165, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1528.967, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1515.383, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1514.544, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2046.627, Time=0.00 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1516.316, Time=0.06 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1516.665, Time=0.04 sec
ARIMA(0,0,1)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(0,0,1)(0,0,0)[0] intercept
Total fit time: 0.244 seconds
ARIMA(0,0,1)(0,0,0)[0] intercept
957.9358332768635
1637
Now the model for Store 33 and Dept 14 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1465.337, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1484.658, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1467.013, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1474.427, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1700.697, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1465.146, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1463.201, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1465.179, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1467.116, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1479.209, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.239 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
328.9372331018788
1638
Now the model for Store 33 and Dept 16 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1221.401, Time=0.13 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1240.364, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1228.512, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1232.129, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1451.641, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1223.432, Time=0.14 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1223.374, Time=0.18 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1231.246, Time=0.08 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1227.314, Time=0.05 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1224.962, Time=0.20 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1226.117, Time=0.04 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.908 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
114.35402864266528
1639
Now the model for Store 33 and Dept 17 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1205.459, Time=0.08 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1267.145, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1205.826, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1223.983, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1457.190, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1206.271, Time=0.17 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1205.268, Time=0.13 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1221.079, Time=0.06 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1205.991, Time=0.18 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=1206.050, Time=0.08 sec
ARIMA(0,0,3)(0,0,0)[0] intercept : AIC=1211.039, Time=0.11 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=1207.752, Time=0.14 sec
ARIMA(1,0,2)(0,0,0)[0] : AIC=1208.610, Time=0.05 sec
Best model: ARIMA(1,0,2)(0,0,0)[0] intercept
Total fit time: 1.073 seconds
ARIMA(1,0,2)(0,0,0)[0] intercept
84.31260441445332
1640
Now the model for Store 33 and Dept 2 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1513.785, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1538.661, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1512.510, Time=0.05 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1519.397, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2060.810, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1513.896, Time=0.04 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1515.599, Time=0.07 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=inf, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.261 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1144.956767920315
1641
Now the model for Store 33 and Dept 21 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1044.330, Time=0.11 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1116.709, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1072.816, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1092.602, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1378.479, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1046.301, Time=0.18 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1046.299, Time=0.16 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1085.830, Time=0.08 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1061.449, Time=0.03 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1047.878, Time=0.19 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1045.136, Time=0.04 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.859 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
39.87831872890523
1642
Now the model for Store 33 and Dept 26 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1381.836, Time=0.09 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1382.680, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1381.356, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1381.822, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1406.173, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1382.771, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1383.823, Time=0.13 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1394.016, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.351 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
43.50927124760009
1643
Now the model for Store 33 and Dept 3 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1220.005, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1314.987, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1220.185, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1250.341, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1415.330, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1221.838, Time=0.13 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1221.558, Time=0.10 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1231.680, Time=0.10 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1219.839, Time=0.06 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1221.838, Time=0.10 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1223.828, Time=0.08 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1227.734, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.734 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
205.85630316534568
1644
Now the model for Store 33 and Dept 38 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1847.900, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1872.615, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1853.563, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1861.566, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2148.327, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1846.960, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1847.306, Time=0.02 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1846.704, Time=0.06 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1845.932, Time=0.04 sec
ARIMA(3,0,0)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(3,0,0)(0,0,0)[0] intercept
Total fit time: 0.293 seconds
ARIMA(3,0,0)(0,0,0)[0] intercept
9152.422225062492
1645
Now the model for Store 33 and Dept 4 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1579.455, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1579.882, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1577.928, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1578.835, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2023.498, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1578.799, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1580.798, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=inf, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.147 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
678.8965718581558
1646
Now the model for Store 33 and Dept 40 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1527.048, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1617.938, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1531.195, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1568.482, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2019.613, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1528.727, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1528.365, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1554.509, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1528.098, Time=0.03 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1528.392, Time=0.09 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1532.891, Time=0.01 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.358 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
1463.7051344766166
1647
Now the model for Store 33 and Dept 46 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1380.994, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1420.268, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1384.327, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1398.907, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1797.522, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1380.750, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1379.288, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1379.730, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1381.456, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.309 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
270.7595554883094
1648
Now the model for Store 33 and Dept 60 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1005.988, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1005.648, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1003.958, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1004.236, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1228.655, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1005.911, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1007.900, Time=0.07 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1051.957, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.231 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
38.76515222134608
1649
Now the model for Store 33 and Dept 67 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1338.584, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1341.087, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1336.751, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1336.549, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1579.255, Time=0.00 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1338.432, Time=0.08 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1340.493, Time=0.10 sec
ARIMA(0,0,1)(0,0,0)[0] : AIC=1500.716, Time=0.02 sec
Best model: ARIMA(0,0,1)(0,0,0)[0] intercept
Total fit time: 0.343 seconds
ARIMA(0,0,1)(0,0,0)[0] intercept
178.84100902086104
1650
Now the model for Store 33 and Dept 7 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1476.534, Time=0.10 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1502.963, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1479.004, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1475.054, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1553.828, Time=0.00 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1476.624, Time=0.08 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1478.487, Time=0.08 sec
ARIMA(0,0,1)(0,0,0)[0] : AIC=1504.311, Time=0.03 sec
Best model: ARIMA(0,0,1)(0,0,0)[0] intercept
Total fit time: 0.367 seconds
ARIMA(0,0,1)(0,0,0)[0] intercept
198.49793261018525
1651
Now the model for Store 33 and Dept 74 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1209.131, Time=0.11 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1235.280, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1208.822, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1213.922, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1477.193, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1210.278, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1211.594, Time=0.08 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1234.873, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.303 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
51.196937975269385
1652
Now the model for Store 33 and Dept 79 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1655.847, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1657.361, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1655.471, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1656.283, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2137.813, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1655.533, Time=0.04 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1656.342, Time=0.06 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=inf, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.204 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1633.4888797630474
1653
Now the model for Store 33 and Dept 8 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1400.711, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1494.209, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1416.729, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1452.816, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1908.819, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1401.406, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1397.680, Time=0.15 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1439.710, Time=0.06 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1398.994, Time=0.17 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=1399.302, Time=0.08 sec
ARIMA(0,0,3)(0,0,0)[0] intercept : AIC=1430.903, Time=0.08 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=1401.194, Time=0.05 sec
ARIMA(1,0,2)(0,0,0)[0] : AIC=1400.800, Time=0.08 sec
Best model: ARIMA(1,0,2)(0,0,0)[0] intercept
Total fit time: 0.804 seconds
ARIMA(1,0,2)(0,0,0)[0] intercept
717.7452572906416
1654
Now the model for Store 33 and Dept 80 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1626.001, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1683.224, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1624.876, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1640.264, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2105.049, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1626.419, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1629.234, Time=0.08 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=inf, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.223 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1776.403401118248
1655
Now the model for Store 33 and Dept 81 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1589.806, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1616.048, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1589.161, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1591.531, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2101.922, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1589.927, Time=0.04 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1593.378, Time=0.08 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=inf, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.244 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
696.6015917707846
1656
Now the model for Store 33 and Dept 82 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1471.494, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1518.072, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1471.502, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1490.058, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1887.800, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1473.417, Time=0.03 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1474.299, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1470.342, Time=0.07 sec
ARIMA(0,0,3)(0,0,0)[0] intercept : AIC=1469.572, Time=0.12 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=1472.917, Time=0.09 sec
ARIMA(0,0,3)(0,0,0)[0] : AIC=inf, Time=0.10 sec
Best model: ARIMA(0,0,3)(0,0,0)[0] intercept
Total fit time: 0.549 seconds
ARIMA(0,0,3)(0,0,0)[0] intercept
522.7665771167322
1657
Now the model for Store 33 and Dept 83 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1713.041, Time=0.09 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1806.702, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1711.415, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1747.082, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1917.870, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1712.975, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1717.399, Time=0.19 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1717.839, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.380 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
838.1585903628288
1658
Now the model for Store 33 and Dept 90 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1812.295, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1833.421, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1811.075, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1812.949, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2308.877, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1812.024, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1815.436, Time=0.08 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=inf, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.208 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1615.5464502930697
1659
Now the model for Store 33 and Dept 91 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1741.221, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1761.853, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1748.520, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1739.445, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2116.683, Time=0.00 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1725.589, Time=0.07 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1743.873, Time=0.04 sec
ARIMA(0,0,3)(0,0,0)[0] intercept : AIC=1714.838, Time=0.09 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=1721.206, Time=0.13 sec
ARIMA(0,0,3)(0,0,0)[0] : AIC=inf, Time=0.13 sec
Best model: ARIMA(0,0,3)(0,0,0)[0] intercept
Total fit time: 0.536 seconds
ARIMA(0,0,3)(0,0,0)[0] intercept
1841.4925974779146
1660
Now the model for Store 33 and Dept 92 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1988.166, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2000.105, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1988.784, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1986.768, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2376.564, Time=0.00 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1973.537, Time=0.07 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1990.618, Time=0.05 sec
ARIMA(0,0,3)(0,0,0)[0] intercept : AIC=1965.851, Time=0.04 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=1969.123, Time=0.11 sec
ARIMA(0,0,3)(0,0,0)[0] : AIC=inf, Time=0.12 sec
Best model: ARIMA(0,0,3)(0,0,0)[0] intercept
Total fit time: 0.466 seconds
ARIMA(0,0,3)(0,0,0)[0] intercept
3588.3703074562686
1661
Now the model for Store 33 and Dept 93 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1978.620, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2047.682, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1978.592, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2012.343, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2340.427, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1979.750, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1978.648, Time=0.07 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1993.105, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.181 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
7925.26290587406
1662
Now the model for Store 33 and Dept 94 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1876.091, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2062.716, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1884.010, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1988.307, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2357.768, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1875.860, Time=0.16 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1882.210, Time=0.02 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1869.437, Time=0.05 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1874.504, Time=0.04 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=1854.654, Time=0.07 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1877.427, Time=0.05 sec
ARIMA(3,0,3)(0,0,0)[0] intercept : AIC=1854.613, Time=0.09 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=1863.228, Time=0.09 sec
ARIMA(3,0,3)(0,0,0)[0] : AIC=1855.077, Time=0.14 sec
Best model: ARIMA(3,0,3)(0,0,0)[0] intercept
Total fit time: 0.819 seconds
ARIMA(3,0,3)(0,0,0)[0] intercept
2355.000897546688
1663
Now the model for Store 33 and Dept 95 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1856.730, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1886.419, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1855.189, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1859.880, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2319.751, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1856.623, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1859.476, Time=0.08 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=inf, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.204 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
3975.0061288956354
1664
Now the model for Store 33 and Dept 96 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1721.583, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1726.725, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1720.820, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1722.680, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2105.106, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1721.011, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1722.747, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1766.554, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.189 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1862.6633691391014
1665
Now the model for Store 33 and Dept 97 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1583.480, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1598.151, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1592.201, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1580.443, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2002.308, Time=0.00 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1581.824, Time=0.09 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1583.925, Time=0.04 sec
ARIMA(0,0,1)(0,0,0)[0] : AIC=inf, Time=0.04 sec
Best model: ARIMA(0,0,1)(0,0,0)[0] intercept
Total fit time: 0.295 seconds
ARIMA(0,0,1)(0,0,0)[0] intercept
609.187471065775
1666
Now the model for Store 33 and Dept 98 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1685.709, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1713.152, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1693.014, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1702.068, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2078.063, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1682.991, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1683.877, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1682.553, Time=0.06 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1681.814, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(3,0,0)(0,0,0)[0] intercept
Total fit time: 0.292 seconds
ARIMA(3,0,0)(0,0,0)[0] intercept
1357.5479701785075
1667
Now the model for Store 34 and Dept 1 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2028.496, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2063.059, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2032.200, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2027.161, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2278.688, Time=0.00 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=2026.958, Time=0.02 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2029.112, Time=0.04 sec
ARIMA(0,0,3)(0,0,0)[0] intercept : AIC=2029.413, Time=0.03 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=2031.383, Time=0.06 sec
ARIMA(0,0,2)(0,0,0)[0] : AIC=2125.192, Time=0.08 sec
Best model: ARIMA(0,0,2)(0,0,0)[0] intercept
Total fit time: 0.299 seconds
ARIMA(0,0,2)(0,0,0)[0] intercept
3830.3209344246466
1668
Now the model for Store 34 and Dept 10 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1810.476, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1810.440, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1809.424, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1810.197, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2229.567, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1809.371, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1810.537, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1811.151, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1812.559, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.251 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
2234.14888885274
1669
Now the model for Store 34 and Dept 11 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1926.164, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1955.819, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1926.811, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1939.210, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2228.538, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1927.137, Time=0.03 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1927.492, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1933.940, Time=0.02 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1925.166, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1926.999, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1929.030, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1940.803, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.279 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
2893.5028678179074
1670
Now the model for Store 34 and Dept 12 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1625.318, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1641.686, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1625.607, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1629.614, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2005.249, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1626.746, Time=0.05 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1625.138, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1629.440, Time=0.05 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=inf, Time=0.21 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=1623.642, Time=0.04 sec
ARIMA(0,0,3)(0,0,0)[0] intercept : AIC=1630.503, Time=0.08 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=1624.797, Time=0.08 sec
ARIMA(1,0,3)(0,0,0)[0] : AIC=1629.092, Time=0.06 sec
Best model: ARIMA(1,0,3)(0,0,0)[0] intercept
Total fit time: 0.693 seconds
ARIMA(1,0,3)(0,0,0)[0] intercept
393.35931210608413
1671
Now the model for Store 34 and Dept 13 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1734.780, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1747.453, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1739.225, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1744.210, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2297.959, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1724.395, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1722.477, Time=0.04 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1724.361, Time=0.06 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1726.362, Time=0.08 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.315 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
1161.9225369616167
1672
Now the model for Store 34 and Dept 14 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1960.949, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1976.249, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1963.972, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1969.085, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2150.816, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1960.990, Time=0.03 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1965.722, Time=0.04 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1966.831, Time=0.02 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1960.953, Time=0.02 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1958.259, Time=0.06 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=1959.912, Time=0.08 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=1955.295, Time=0.13 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=1960.432, Time=0.04 sec
ARIMA(3,0,3)(0,0,0)[0] intercept : AIC=1949.088, Time=0.16 sec
ARIMA(3,0,3)(0,0,0)[0] : AIC=1952.844, Time=0.13 sec
Best model: ARIMA(3,0,3)(0,0,0)[0] intercept
Total fit time: 0.771 seconds
ARIMA(3,0,3)(0,0,0)[0] intercept
2118.998867630499
1673
Now the model for Store 34 and Dept 16 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1914.792, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2147.542, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1912.919, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=inf, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2263.922, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1914.856, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1916.537, Time=0.07 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1912.527, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1914.420, Time=0.02 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1914.448, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] : AIC=inf, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] : AIC=inf, Time=0.13 sec
Best model: ARIMA(1,0,0)(0,0,0)[0]
Total fit time: 0.376 seconds
ARIMA(1,0,0)(0,0,0)[0]
14632.282306403104
1674
Now the model for Store 34 and Dept 17 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1719.112, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1755.187, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1721.883, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1733.265, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2054.223, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1720.620, Time=0.03 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1721.171, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1728.522, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1720.186, Time=0.02 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1721.871, Time=0.08 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1722.868, Time=0.06 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.377 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
734.8979477290973
1675
Now the model for Store 34 and Dept 2 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1860.422, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1857.631, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1858.515, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1858.837, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2378.633, Time=0.00 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.068 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
1466.477504651164
1676
Now the model for Store 34 and Dept 20 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1556.378, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1556.650, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1554.357, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1554.800, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1889.961, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1556.301, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1558.344, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1604.970, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.139 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
339.10536345732214
1677
Now the model for Store 34 and Dept 21 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1580.791, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1587.224, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1578.776, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1576.869, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1973.190, Time=0.00 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1578.855, Time=0.06 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1580.886, Time=0.04 sec
ARIMA(0,0,1)(0,0,0)[0] : AIC=1861.149, Time=0.03 sec
Best model: ARIMA(0,0,1)(0,0,0)[0] intercept
Total fit time: 0.251 seconds
ARIMA(0,0,1)(0,0,0)[0] intercept
591.1874665576134
1678
Now the model for Store 34 and Dept 22 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1789.677, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1816.685, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1795.174, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1804.628, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2045.007, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1788.133, Time=0.03 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1787.314, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1788.075, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1789.559, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1799.914, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.238 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
921.5351221450702
1679
Now the model for Store 34 and Dept 23 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1935.066, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1965.282, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1937.875, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1949.157, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2207.460, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1935.817, Time=0.03 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1936.405, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1945.651, Time=0.02 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1934.788, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1934.965, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1936.885, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1947.328, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.254 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
2613.2961202555252
1680
Now the model for Store 34 and Dept 24 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1707.694, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1738.954, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1705.665, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1716.099, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1916.369, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1707.599, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1708.381, Time=0.05 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1727.540, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.168 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
812.2026852664764
1681
Now the model for Store 34 and Dept 25 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1669.958, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1686.322, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1668.267, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1674.432, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2026.617, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1669.419, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1671.208, Time=0.05 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1702.527, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.139 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
803.249020618574
1682
Now the model for Store 34 and Dept 26 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1688.618, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1719.103, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1693.925, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1705.200, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1979.494, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1687.484, Time=0.03 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1686.565, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1686.935, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1688.657, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1699.557, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.259 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
755.4098990390394
1683
Now the model for Store 34 and Dept 27 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1393.923, Time=0.09 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1479.199, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1397.110, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1437.127, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1631.985, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1387.899, Time=0.13 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1392.316, Time=0.05 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1389.876, Time=0.16 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1389.846, Time=0.18 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1395.114, Time=0.13 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1393.303, Time=0.03 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=1391.838, Time=0.10 sec
ARIMA(2,0,1)(0,0,0)[0] : AIC=1394.154, Time=0.07 sec
Best model: ARIMA(2,0,1)(0,0,0)[0] intercept
Total fit time: 1.006 seconds
ARIMA(2,0,1)(0,0,0)[0] intercept
242.07044319101016
1684
Now the model for Store 34 and Dept 28 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1172.787, Time=0.08 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1243.477, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1184.389, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1212.499, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1437.091, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1173.977, Time=0.13 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1173.800, Time=0.10 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1197.098, Time=0.09 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1174.259, Time=0.07 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1175.745, Time=0.05 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1177.173, Time=0.03 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.646 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
99.10568322814461
1685
Now the model for Store 34 and Dept 29 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1640.599, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1677.809, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1640.035, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1650.647, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1847.138, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1641.114, Time=0.05 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1642.406, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1660.414, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.227 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
391.93059442011105
1686
Now the model for Store 34 and Dept 3 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1927.046, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2019.119, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1932.346, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1955.356, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2127.877, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1927.194, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1927.967, Time=0.04 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1931.119, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1925.150, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1927.159, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1929.189, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1938.064, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.364 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
3911.517286727123
1687
Now the model for Store 34 and Dept 30 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1463.820, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1500.329, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1463.457, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1475.786, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1798.593, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1463.503, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1465.199, Time=0.08 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1487.933, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.254 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
288.0658087287012
1688
Now the model for Store 34 and Dept 31 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1511.600, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1564.545, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1512.729, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1519.146, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1699.628, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1512.850, Time=0.03 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1513.195, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1512.722, Time=0.10 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1510.834, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1512.832, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1514.842, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1529.488, Time=0.01 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.402 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
417.3245640488756
1689
Now the model for Store 34 and Dept 32 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1906.809, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1922.847, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1904.839, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1908.310, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2036.913, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1906.791, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1908.833, Time=0.05 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1928.678, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.147 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1593.2255994006575
1690
Now the model for Store 34 and Dept 33 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1694.783, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1726.153, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1693.152, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1698.767, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1937.263, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1694.598, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1696.681, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1716.672, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.174 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
905.5551554161908
1691
Now the model for Store 34 and Dept 34 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1739.352, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1776.336, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1737.988, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1749.476, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2098.596, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1739.483, Time=0.05 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1741.200, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1760.701, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.188 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1470.9004886593873
1692
Now the model for Store 34 and Dept 35 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1495.204, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1523.924, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1494.857, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1502.177, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1792.811, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1495.221, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1496.869, Time=0.05 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1520.338, Time=0.02 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.186 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
465.1766613012138
1693
Now the model for Store 34 and Dept 36 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1524.368, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1601.420, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1522.365, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1542.422, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1701.944, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1524.393, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1523.485, Time=0.14 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1529.470, Time=0.02 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.269 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
395.5434845321045
1694
Now the model for Store 34 and Dept 37 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1417.568, Time=0.14 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1449.179, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1426.497, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1436.071, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1824.995, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1421.690, Time=0.09 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1423.358, Time=0.10 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1430.762, Time=0.09 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1420.396, Time=0.03 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1421.940, Time=0.20 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1422.221, Time=0.04 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.770 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
275.33623834333054
1695
Now the model for Store 34 and Dept 38 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2003.600, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2002.355, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2002.631, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2003.005, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2446.764, Time=0.00 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.067 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
3694.9075441860477
1696
Now the model for Store 34 and Dept 4 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1787.606, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1792.777, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1787.078, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1789.230, Time=0.14 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2263.129, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1786.960, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1788.338, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1788.660, Time=0.06 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1790.050, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.399 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
1028.0657004088775
1697
Now the model for Store 34 and Dept 40 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1832.528, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1910.055, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1847.044, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1884.221, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2399.275, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1831.045, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1831.544, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1832.205, Time=0.05 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1832.788, Time=0.18 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1831.274, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1830.266, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(3,0,0)(0,0,0)[0] intercept
Total fit time: 0.489 seconds
ARIMA(3,0,0)(0,0,0)[0] intercept
2556.6051922002894
1698
Now the model for Store 34 and Dept 42 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1542.362, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1544.818, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1540.793, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1542.202, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1949.951, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1540.229, Time=0.04 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1541.969, Time=0.04 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1542.660, Time=0.06 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1543.735, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.04 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.364 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
527.498445278506
1699
Now the model for Store 34 and Dept 44 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1626.603, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1642.935, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1625.025, Time=0.04 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1628.334, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1910.683, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1626.807, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1628.494, Time=0.05 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1657.824, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.201 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
532.9693532283715
1700
Now the model for Store 34 and Dept 46 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1899.395, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1927.185, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1897.429, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1905.298, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2242.110, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1899.325, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1901.362, Time=0.03 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1924.985, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.148 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1245.7848749678694
1701
Now the model for Store 34 and Dept 49 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1703.136, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1700.702, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1701.088, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1700.981, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1957.460, Time=0.00 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.072 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
1054.9942372093026
1702
Now the model for Store 34 and Dept 5 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2135.262, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2177.025, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2137.398, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2156.100, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2319.966, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2136.503, Time=0.03 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2137.726, Time=0.02 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=2147.026, Time=0.02 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2134.814, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=2136.415, Time=0.02 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2138.284, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=2144.515, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.252 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
6168.115287966727
1703
Now the model for Store 34 and Dept 52 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1432.932, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1450.234, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1433.877, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1437.674, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1718.429, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1434.303, Time=0.08 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1434.995, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1438.513, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1433.727, Time=0.05 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1435.270, Time=0.14 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1441.156, Time=0.02 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.490 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
229.7338351206415
1704
Now the model for Store 34 and Dept 55 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1985.039, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2032.549, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1986.076, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2008.836, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2175.029, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1982.907, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1984.202, Time=0.02 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1984.888, Time=0.06 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1984.629, Time=0.05 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1987.662, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1985.980, Time=0.03 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=1984.009, Time=0.06 sec
ARIMA(2,0,1)(0,0,0)[0] : AIC=1989.084, Time=0.04 sec
Best model: ARIMA(2,0,1)(0,0,0)[0] intercept
Total fit time: 0.405 seconds
ARIMA(2,0,1)(0,0,0)[0] intercept
4001.279472204651
1705
Now the model for Store 34 and Dept 56 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1773.099, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1981.208, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1773.425, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1874.887, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2029.916, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=inf, Time=0.18 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1775.297, Time=0.04 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1841.530, Time=0.08 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1773.184, Time=0.02 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=inf, Time=0.18 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1772.742, Time=0.04 sec
ARIMA(0,0,1)(0,0,0)[0] : AIC=inf, Time=0.03 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1772.693, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1772.858, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] : AIC=1771.221, Time=0.09 sec
ARIMA(3,0,1)(0,0,0)[0] : AIC=1771.747, Time=0.07 sec
ARIMA(2,0,2)(0,0,0)[0] : AIC=1773.311, Time=0.05 sec
ARIMA(1,0,2)(0,0,0)[0] : AIC=1774.740, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] : AIC=1774.870, Time=0.02 sec
ARIMA(3,0,2)(0,0,0)[0] : AIC=1770.208, Time=0.20 sec
ARIMA(3,0,3)(0,0,0)[0] : AIC=1768.078, Time=0.08 sec
ARIMA(2,0,3)(0,0,0)[0] : AIC=1768.482, Time=0.05 sec
ARIMA(3,0,3)(0,0,0)[0] intercept : AIC=1765.135, Time=0.22 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=1765.839, Time=0.15 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=1764.575, Time=0.21 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1772.400, Time=0.08 sec
Best model: ARIMA(3,0,2)(0,0,0)[0] intercept
Total fit time: 1.979 seconds
ARIMA(3,0,2)(0,0,0)[0] intercept
2669.40924739045
1706
Now the model for Store 34 and Dept 59 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1573.528, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1622.788, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1571.486, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1587.150, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1668.129, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1573.455, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1575.462, Time=0.17 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1578.296, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.294 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
411.1321635895431
1707
Now the model for Store 34 and Dept 6 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1877.620, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1877.766, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1875.913, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1876.513, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1978.363, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1877.264, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1879.256, Time=0.02 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1910.908, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.141 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1344.0020483661915
1708
Now the model for Store 34 and Dept 65 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1937.382, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2074.323, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1940.233, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2030.643, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2431.650, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1938.440, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1939.258, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1974.888, Time=0.08 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1937.014, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1938.824, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1940.424, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.364 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
8638.951008304346
1709
Now the model for Store 34 and Dept 67 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1831.543, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1847.896, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1831.138, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1827.996, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2054.939, Time=0.00 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1829.642, Time=0.02 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1831.489, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] : AIC=1961.698, Time=0.05 sec
Best model: ARIMA(0,0,1)(0,0,0)[0] intercept
Total fit time: 0.166 seconds
ARIMA(0,0,1)(0,0,0)[0] intercept
1510.3445451981488
1710
Now the model for Store 34 and Dept 7 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2183.027, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2215.332, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2181.096, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2192.591, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2308.072, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2182.910, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2184.957, Time=0.03 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2196.503, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.122 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
5363.322157713876
1711
Now the model for Store 34 and Dept 71 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1617.001, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1626.282, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1617.265, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1619.596, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1856.223, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1617.427, Time=0.09 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1616.849, Time=0.04 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1620.975, Time=0.02 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=inf, Time=0.18 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=1612.174, Time=0.05 sec
ARIMA(0,0,3)(0,0,0)[0] intercept : AIC=1619.426, Time=0.12 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=1614.140, Time=0.09 sec
ARIMA(1,0,3)(0,0,0)[0] : AIC=1614.353, Time=0.06 sec
Best model: ARIMA(1,0,3)(0,0,0)[0] intercept
Total fit time: 0.742 seconds
ARIMA(1,0,3)(0,0,0)[0] intercept
492.4675687254094
1712
Now the model for Store 34 and Dept 72 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2277.842, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2281.246, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2278.558, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2279.901, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2422.976, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2277.734, Time=0.03 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2277.446, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=2275.798, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2276.688, Time=0.04 sec
ARIMA(3,0,0)(0,0,0)[0] : AIC=2287.033, Time=0.02 sec
Best model: ARIMA(3,0,0)(0,0,0)[0] intercept
Total fit time: 0.212 seconds
ARIMA(3,0,0)(0,0,0)[0] intercept
8916.335194413363
1713
Now the model for Store 34 and Dept 74 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1690.914, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1697.677, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1689.362, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1691.552, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2071.868, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1690.796, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1692.734, Time=0.05 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1731.535, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.158 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
624.4324173458364
1714
Now the model for Store 34 and Dept 79 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1708.681, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1707.358, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1707.156, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1707.887, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2208.984, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1700.448, Time=0.04 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1701.108, Time=0.05 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1702.177, Time=0.09 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1702.832, Time=0.08 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.371 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
832.6428453173836
1715
Now the model for Store 34 and Dept 8 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1791.766, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1796.534, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1793.770, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1795.663, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2327.444, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1781.995, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1780.726, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1781.675, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1783.648, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.290 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
949.5121858015008
1716
Now the model for Store 34 and Dept 80 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1657.497, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1713.968, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1663.020, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1683.725, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2156.780, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1658.536, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1656.027, Time=0.04 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1671.335, Time=0.06 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=inf, Time=0.19 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=1658.923, Time=0.07 sec
ARIMA(0,0,3)(0,0,0)[0] intercept : AIC=1673.024, Time=0.08 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=1656.313, Time=0.15 sec
ARIMA(1,0,2)(0,0,0)[0] : AIC=1649.702, Time=0.11 sec
ARIMA(0,0,2)(0,0,0)[0] : AIC=inf, Time=0.07 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1648.369, Time=0.09 sec
ARIMA(0,0,1)(0,0,0)[0] : AIC=inf, Time=0.05 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=inf, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] : AIC=1650.050, Time=0.13 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.05 sec
ARIMA(2,0,2)(0,0,0)[0] : AIC=inf, Time=0.16 sec
Best model: ARIMA(1,0,1)(0,0,0)[0]
Total fit time: 1.391 seconds
ARIMA(1,0,1)(0,0,0)[0]
1123.575273665281
1717
Now the model for Store 34 and Dept 81 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1648.824, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1646.497, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1648.033, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1648.260, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2213.594, Time=0.00 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.083 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
1709.4502023255775
1718
Now the model for Store 34 and Dept 82 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2001.236, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2037.500, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2000.538, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2012.485, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2227.800, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2001.093, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2003.076, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2020.569, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.125 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1808.1331226501104
1719
Now the model for Store 34 and Dept 83 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1515.640, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1540.972, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1514.388, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1521.276, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1871.144, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1515.549, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1517.337, Time=0.11 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1544.168, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.308 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
497.9466606707373
1720
Now the model for Store 34 and Dept 85 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1556.682, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1579.835, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1554.721, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1559.796, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1816.211, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1556.677, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1558.728, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1582.036, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.204 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
496.53457514866545
1721
Now the model for Store 34 and Dept 87 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1681.299, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1718.965, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1688.640, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1701.046, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2008.102, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1682.037, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1681.258, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1695.122, Time=0.07 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=inf, Time=0.23 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=1683.056, Time=0.04 sec
ARIMA(0,0,3)(0,0,0)[0] intercept : AIC=1693.218, Time=0.07 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=inf, Time=0.25 sec
ARIMA(1,0,2)(0,0,0)[0] : AIC=1683.194, Time=0.06 sec
Best model: ARIMA(1,0,2)(0,0,0)[0] intercept
Total fit time: 0.906 seconds
ARIMA(1,0,2)(0,0,0)[0] intercept
2047.6245702240108
1722
Now the model for Store 34 and Dept 9 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1993.097, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1993.367, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1990.934, Time=0.04 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1992.064, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2241.175, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1991.252, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1991.383, Time=0.07 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2037.818, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.244 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
3323.6590675563675
1723
Now the model for Store 34 and Dept 90 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1956.662, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1981.907, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1965.768, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1973.537, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2423.863, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1953.160, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1956.897, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1951.934, Time=0.08 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1955.426, Time=0.05 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=1942.527, Time=0.16 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1940.961, Time=0.14 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1956.697, Time=0.06 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=1937.543, Time=0.15 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=1946.810, Time=0.07 sec
ARIMA(3,0,3)(0,0,0)[0] intercept : AIC=1940.396, Time=0.27 sec
ARIMA(2,0,3)(0,0,0)[0] : AIC=inf, Time=0.21 sec
Best model: ARIMA(2,0,3)(0,0,0)[0] intercept
Total fit time: 1.370 seconds
ARIMA(2,0,3)(0,0,0)[0] intercept
2446.7660988440193
1724
Now the model for Store 34 and Dept 91 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1839.577, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1835.552, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1837.548, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1837.606, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2368.161, Time=0.00 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.066 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
2949.698751162785
1725
Now the model for Store 34 and Dept 92 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2093.514, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2108.841, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2098.435, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2103.383, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2507.154, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2090.927, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2092.167, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2090.667, Time=0.06 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=2091.822, Time=0.04 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=2086.445, Time=0.11 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=2085.218, Time=0.07 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2095.228, Time=0.04 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=2073.862, Time=0.18 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=2078.282, Time=0.08 sec
ARIMA(3,0,3)(0,0,0)[0] intercept : AIC=2079.105, Time=0.17 sec
ARIMA(2,0,3)(0,0,0)[0] : AIC=2084.012, Time=0.18 sec
Best model: ARIMA(2,0,3)(0,0,0)[0] intercept
Total fit time: 1.063 seconds
ARIMA(2,0,3)(0,0,0)[0] intercept
4778.309387982932
1726
Now the model for Store 34 and Dept 93 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1919.469, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1919.600, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1918.386, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1919.345, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2338.057, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1916.520, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1918.525, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1918.526, Time=0.05 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1920.526, Time=0.08 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.282 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
3892.34745356072
1727
Now the model for Store 34 and Dept 94 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1954.608, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1971.021, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1958.918, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1964.402, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2388.279, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1953.534, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1954.016, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1953.008, Time=0.06 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1952.792, Time=0.04 sec
ARIMA(3,0,0)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(3,0,0)(0,0,0)[0] intercept
Total fit time: 0.310 seconds
ARIMA(3,0,0)(0,0,0)[0] intercept
3666.760181500948
1728
Now the model for Store 34 and Dept 95 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1963.458, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2007.150, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1972.458, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1990.780, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2512.417, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1960.525, Time=0.08 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1960.232, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1960.400, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1961.567, Time=0.09 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.333 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
4319.593029349922
1729
Now the model for Store 34 and Dept 96 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1894.088, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1905.626, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1892.197, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1895.452, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2257.728, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1894.057, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1896.049, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1927.023, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.148 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1653.6736041772472
1730
Now the model for Store 34 and Dept 97 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1710.287, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1719.384, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1711.819, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1714.999, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2237.190, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1709.458, Time=0.08 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1708.210, Time=0.05 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1709.311, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1710.607, Time=0.13 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.01 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.424 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
1285.9378932440325
1731
Now the model for Store 34 and Dept 98 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1769.370, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1780.085, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1767.351, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1768.889, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2084.020, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1769.365, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1771.288, Time=0.10 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1804.740, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.211 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
910.683413599748
1732
Now the model for Store 35 and Dept 1 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2059.581, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2082.427, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2059.823, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2059.296, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2262.992, Time=0.00 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=2059.649, Time=0.02 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2061.137, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] : AIC=2199.138, Time=0.02 sec
Best model: ARIMA(0,0,1)(0,0,0)[0] intercept
Total fit time: 0.132 seconds
ARIMA(0,0,1)(0,0,0)[0] intercept
4586.2388835677
1733
Now the model for Store 35 and Dept 10 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1782.859, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1865.597, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1794.011, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1829.078, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2214.996, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1783.900, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1783.171, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1813.495, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1785.142, Time=0.02 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1784.255, Time=0.09 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1784.962, Time=0.05 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.415 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
1389.8843601137596
1734
Now the model for Store 35 and Dept 11 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2139.390, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2182.165, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2137.945, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2147.247, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2290.097, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2139.490, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2142.109, Time=0.07 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2152.090, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.160 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
8498.600567868225
1735
Now the model for Store 35 and Dept 12 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1465.914, Time=0.11 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1574.532, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1481.786, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1531.233, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1834.925, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1467.911, Time=0.14 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1467.910, Time=0.15 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1508.783, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1471.451, Time=0.02 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1467.621, Time=0.13 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1468.401, Time=0.05 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.733 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
256.1892510330142
1736
Now the model for Store 35 and Dept 13 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1874.306, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2062.771, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1887.820, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1990.773, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2380.978, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1876.083, Time=0.03 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1875.356, Time=0.08 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1951.050, Time=0.09 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1878.470, Time=0.02 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=inf, Time=0.19 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1874.198, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] : AIC=inf, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=inf, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] : AIC=1876.190, Time=0.05 sec
ARIMA(1,0,2)(0,0,0)[0] : AIC=1877.592, Time=0.04 sec
ARIMA(0,0,2)(0,0,0)[0] : AIC=inf, Time=0.09 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
ARIMA(2,0,2)(0,0,0)[0] : AIC=inf, Time=0.14 sec
Best model: ARIMA(1,0,1)(0,0,0)[0]
Total fit time: 0.949 seconds
ARIMA(1,0,1)(0,0,0)[0]
3533.3162401050417
1737
Now the model for Store 35 and Dept 14 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2100.030, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2114.496, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2100.819, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2106.157, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2358.987, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2100.408, Time=0.03 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2103.084, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=2103.007, Time=0.02 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2098.848, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=2099.661, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2101.368, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=2115.545, Time=0.01 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.270 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
6319.92859384009
1738
Now the model for Store 35 and Dept 16 will be created
(100, 2)
(40, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1925.349, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2103.677, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1923.720, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2007.654, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2164.593, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1925.586, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1923.922, Time=0.05 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1923.748, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.175 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
5571.132876348759
1739
Now the model for Store 35 and Dept 17 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1883.673, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1945.993, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1890.169, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1919.503, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2251.913, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1882.361, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1880.812, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1881.512, Time=0.05 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1883.484, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.255 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
4167.892124453011
1740
Now the model for Store 35 and Dept 2 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1951.596, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2095.908, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1968.371, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2055.099, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2435.618, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1948.021, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1946.543, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1947.962, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1949.955, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.268 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
4231.678467699484
1741
Now the model for Store 35 and Dept 20 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1804.566, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1881.255, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1813.313, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1844.914, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2175.829, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1805.419, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1805.443, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1832.206, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1806.689, Time=0.02 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1805.436, Time=0.13 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1806.119, Time=0.05 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.460 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
1879.6804667859321
1742
Now the model for Store 35 and Dept 21 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1616.979, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1642.187, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1617.386, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1625.244, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1952.192, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1618.178, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1618.282, Time=0.04 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1622.308, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1616.573, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1617.203, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1619.186, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.370 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
861.6039021788487
1743
Now the model for Store 35 and Dept 22 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1960.573, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1988.616, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1962.091, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1973.745, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2293.482, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1957.835, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1955.383, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1957.605, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1959.199, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.291 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
3956.238941015371
1744
Now the model for Store 35 and Dept 23 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2112.810, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2148.816, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2113.992, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2127.740, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2422.713, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2113.864, Time=0.03 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2115.211, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=2121.592, Time=0.02 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2111.923, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=2113.829, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2115.800, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=2125.867, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.317 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
8664.24238793511
1745
Now the model for Store 35 and Dept 24 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1904.420, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1937.772, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1902.874, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1916.826, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2169.909, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1904.310, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1906.331, Time=0.03 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1925.745, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.125 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
3066.543388250367
1746
Now the model for Store 35 and Dept 25 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1821.987, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1873.751, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1827.186, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1847.139, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2216.503, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1822.788, Time=0.03 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1823.102, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1837.406, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1822.276, Time=0.02 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1823.953, Time=0.07 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1827.905, Time=0.03 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.356 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
2270.7955877571967
1747
Now the model for Store 35 and Dept 26 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1884.063, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1916.537, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1886.435, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1901.374, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2196.520, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1884.163, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1885.136, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1891.522, Time=0.02 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1882.173, Time=0.01 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1884.185, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1886.161, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1895.354, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.285 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
2594.654822901191
1748
Now the model for Store 35 and Dept 27 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1523.002, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1562.042, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1521.797, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1535.188, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1780.266, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1522.888, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1524.863, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1543.074, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.169 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
296.2507707722622
1749
Now the model for Store 35 and Dept 28 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1298.609, Time=0.08 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1422.423, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1301.328, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1369.271, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1628.068, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1294.857, Time=0.12 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1296.256, Time=0.02 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1296.492, Time=0.10 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1296.306, Time=0.17 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1296.635, Time=0.06 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1294.518, Time=0.07 sec
ARIMA(3,0,0)(0,0,0)[0] : AIC=1300.708, Time=0.03 sec
Best model: ARIMA(3,0,0)(0,0,0)[0] intercept
Total fit time: 0.722 seconds
ARIMA(3,0,0)(0,0,0)[0] intercept
242.72840150948616
1750
Now the model for Store 35 and Dept 29 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1831.973, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1870.839, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1833.042, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1846.092, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2119.583, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1833.499, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1833.581, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1839.938, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1832.574, Time=0.03 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1833.868, Time=0.16 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1836.457, Time=0.05 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.461 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
1615.7669348839152
1751
Now the model for Store 35 and Dept 3 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1996.532, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2180.041, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2005.191, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2086.755, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2256.320, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1990.871, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1991.676, Time=0.02 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1991.622, Time=0.07 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1994.590, Time=0.12 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1997.024, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1990.810, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] : AIC=1996.581, Time=0.02 sec
Best model: ARIMA(3,0,0)(0,0,0)[0] intercept
Total fit time: 0.421 seconds
ARIMA(3,0,0)(0,0,0)[0] intercept
10071.69727270843
1752
Now the model for Store 35 and Dept 30 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1653.312, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1801.103, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1659.677, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1734.897, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2046.473, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1655.273, Time=0.03 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1654.596, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1705.063, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1656.034, Time=0.03 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1656.302, Time=0.05 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1655.764, Time=0.04 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.397 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
714.3790982881414
1753
Now the model for Store 35 and Dept 31 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1795.111, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1839.340, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1793.060, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1807.849, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2007.843, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1795.073, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1797.080, Time=0.05 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1810.708, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.162 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1927.1303759572884
1754
Now the model for Store 35 and Dept 32 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1946.810, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1969.317, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1944.803, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1949.981, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2121.233, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1946.785, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1948.807, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1969.046, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.138 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
2676.8553675284884
1755
Now the model for Store 35 and Dept 33 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1889.051, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1923.658, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1887.291, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1901.410, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2165.028, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1888.980, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1890.997, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1909.888, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.141 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
2810.217198742076
1756
Now the model for Store 35 and Dept 34 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1967.898, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2082.779, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1972.949, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2026.047, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2328.523, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1968.775, Time=0.05 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1967.026, Time=0.04 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=2027.014, Time=0.02 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1967.968, Time=0.05 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=1968.294, Time=0.04 sec
ARIMA(0,0,3)(0,0,0)[0] intercept : AIC=2023.533, Time=0.04 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=1970.135, Time=0.05 sec
ARIMA(1,0,2)(0,0,0)[0] : AIC=1967.919, Time=0.05 sec
Best model: ARIMA(1,0,2)(0,0,0)[0] intercept
Total fit time: 0.424 seconds
ARIMA(1,0,2)(0,0,0)[0] intercept
3862.0124855309605
1757
Now the model for Store 35 and Dept 35 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1638.313, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1691.762, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1638.258, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1657.707, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1931.268, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1638.716, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1639.943, Time=0.06 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1655.385, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.208 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
888.1230278838244
1758
Now the model for Store 35 and Dept 36 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1770.207, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1866.720, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1770.005, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1798.782, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1984.188, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1770.750, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1772.306, Time=0.06 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1776.812, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.213 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1681.5533643274641
1759
Now the model for Store 35 and Dept 38 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1947.985, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1943.973, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1945.995, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1945.988, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2381.700, Time=0.00 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.067 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
3484.2264418604636
1760
Now the model for Store 35 and Dept 4 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1793.682, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1946.245, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1809.335, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1891.392, Time=0.20 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2272.433, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1792.208, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1790.144, Time=0.04 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1792.118, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1794.205, Time=0.08 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.05 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.521 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
1606.5742724160752
1761
Now the model for Store 35 and Dept 40 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1889.722, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2064.385, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1904.159, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1997.981, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2391.731, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1889.776, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1890.253, Time=0.09 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1958.896, Time=0.12 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1888.596, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1889.842, Time=0.05 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1891.702, Time=0.09 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.565 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
1480.1935026367894
1762
Now the model for Store 35 and Dept 41 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1631.347, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1660.102, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1629.329, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1637.959, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1837.384, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1631.335, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1633.301, Time=0.06 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1651.127, Time=0.02 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.190 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
970.6689329452624
1763
Now the model for Store 35 and Dept 42 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1730.956, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1781.807, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1733.325, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1750.456, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2097.245, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1732.048, Time=0.06 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1729.704, Time=0.04 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1744.278, Time=0.07 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1730.542, Time=0.07 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=1727.354, Time=0.05 sec
ARIMA(0,0,3)(0,0,0)[0] intercept : AIC=1743.955, Time=0.08 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=1724.690, Time=0.10 sec
ARIMA(3,0,3)(0,0,0)[0] intercept : AIC=inf, Time=0.17 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=inf, Time=0.15 sec
ARIMA(2,0,3)(0,0,0)[0] : AIC=1735.466, Time=0.16 sec
Best model: ARIMA(2,0,3)(0,0,0)[0] intercept
Total fit time: 1.060 seconds
ARIMA(2,0,3)(0,0,0)[0] intercept
952.314543833521
1764
Now the model for Store 35 and Dept 44 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1497.646, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1542.027, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1497.960, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1513.216, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1799.477, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1499.031, Time=0.11 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1498.696, Time=0.09 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1506.793, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1498.099, Time=0.02 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1499.607, Time=0.04 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1501.646, Time=0.05 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.490 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
286.32082745071096
1765
Now the model for Store 35 and Dept 46 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1941.435, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1998.007, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1939.675, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1958.188, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2237.878, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1941.473, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1943.402, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1956.129, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.183 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
2476.0079507544324
1766
Now the model for Store 35 and Dept 5 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2246.466, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2267.540, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2246.163, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2253.344, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2375.691, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2246.874, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2248.097, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2268.011, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.144 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
11290.098739844525
1767
Now the model for Store 35 and Dept 52 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1520.733, Time=0.16 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1564.016, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1530.581, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1544.285, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1784.786, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1525.723, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1526.310, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1538.722, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1525.824, Time=0.02 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1524.858, Time=0.09 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1525.002, Time=0.04 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.508 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
361.51946886960906
1768
Now the model for Store 35 and Dept 55 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2090.987, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2121.721, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2093.088, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2105.072, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2227.277, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2092.283, Time=0.03 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2093.361, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=2100.270, Time=0.02 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2091.090, Time=0.03 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=2091.068, Time=0.08 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=2093.616, Time=0.02 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.276 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
7300.224981499267
1769
Now the model for Store 35 and Dept 59 will be created
(100, 2)
(29, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1859.743, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1907.064, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1861.414, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1866.089, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1915.960, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1861.537, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1861.860, Time=0.05 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1860.397, Time=0.02 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1859.606, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1861.344, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1863.379, Time=0.08 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1861.355, Time=0.01 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.339 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
1036.8823179152114
1770
Now the model for Store 35 and Dept 6 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2033.172, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2030.497, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2031.267, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2031.527, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2139.351, Time=0.00 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.064 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
4698.71284651163
1771
Now the model for Store 35 and Dept 60 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1092.698, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1099.081, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1090.706, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1091.028, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1237.460, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1092.677, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1094.679, Time=0.08 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1122.411, Time=0.02 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.258 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
31.856337883505994
1772
Now the model for Store 35 and Dept 67 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1819.565, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1844.436, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1818.729, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1818.965, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2025.526, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1819.208, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1821.194, Time=0.05 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1844.247, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.190 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1318.3701749690204
1773
Now the model for Store 35 and Dept 7 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2309.897, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2339.921, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2308.124, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2317.428, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2425.426, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2309.866, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2311.839, Time=0.05 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2323.477, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.159 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
12944.887269138177
1774
Now the model for Store 35 and Dept 71 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1908.933, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1947.722, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1909.217, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1925.288, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2193.016, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1909.520, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1910.143, Time=0.04 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1918.431, Time=0.02 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1907.457, Time=0.04 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1908.366, Time=0.05 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1910.277, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1918.473, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.373 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
3165.7171360813063
1775
Now the model for Store 35 and Dept 72 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2557.334, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2553.618, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2555.392, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2555.485, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2636.195, Time=0.01 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.089 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
26391.140718604674
1776
Now the model for Store 35 and Dept 74 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1912.653, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1972.807, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1925.806, Time=0.08 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1952.458, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2297.506, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1910.844, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1911.788, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1911.700, Time=0.08 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=inf, Time=0.26 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1910.651, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1936.104, Time=0.07 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=1912.528, Time=0.04 sec
ARIMA(0,0,3)(0,0,0)[0] intercept : AIC=1931.265, Time=0.11 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=inf, Time=0.22 sec
ARIMA(1,0,2)(0,0,0)[0] : AIC=1912.152, Time=0.05 sec
Best model: ARIMA(1,0,2)(0,0,0)[0] intercept
Total fit time: 1.121 seconds
ARIMA(1,0,2)(0,0,0)[0] intercept
3261.1665642346434
1777
Now the model for Store 35 and Dept 79 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1861.369, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2011.660, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1878.767, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1966.662, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2323.309, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1860.130, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1861.787, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1859.093, Time=0.05 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1857.463, Time=0.05 sec
ARIMA(3,0,0)(0,0,0)[0] : AIC=inf, Time=0.04 sec
Best model: ARIMA(3,0,0)(0,0,0)[0] intercept
Total fit time: 0.303 seconds
ARIMA(3,0,0)(0,0,0)[0] intercept
2010.6473271294699
1778
Now the model for Store 35 and Dept 8 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1795.305, Time=0.08 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1940.502, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1815.880, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1890.400, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2258.996, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1789.786, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1788.150, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1788.813, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1791.133, Time=0.08 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.392 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
2044.421969158486
1779
Now the model for Store 35 and Dept 81 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1648.545, Time=0.14 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1805.424, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1658.440, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1743.123, Time=0.10 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2085.293, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1649.602, Time=0.21 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1651.021, Time=0.10 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1705.150, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1651.400, Time=0.04 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=inf, Time=0.24 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1649.876, Time=0.04 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.988 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
569.8624465580784
1780
Now the model for Store 35 and Dept 82 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1948.822, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1961.993, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1946.831, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1950.309, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2165.718, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1948.649, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1950.666, Time=0.06 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1978.879, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.187 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1735.1115825343904
1781
Now the model for Store 35 and Dept 83 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1651.043, Time=0.13 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1774.645, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1663.456, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1720.411, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1905.920, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1652.444, Time=0.19 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1652.435, Time=0.16 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1700.602, Time=0.09 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1656.230, Time=0.03 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1654.804, Time=0.16 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1652.304, Time=0.08 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.938 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
899.1508954256121
1782
Now the model for Store 35 and Dept 85 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1605.949, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1662.763, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1608.952, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1611.917, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1842.818, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1609.175, Time=0.08 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1606.868, Time=0.04 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1605.523, Time=0.06 sec
ARIMA(0,0,3)(0,0,0)[0] intercept : AIC=1606.825, Time=0.11 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=1607.808, Time=0.13 sec
ARIMA(0,0,2)(0,0,0)[0] : AIC=1690.155, Time=0.07 sec
Best model: ARIMA(0,0,2)(0,0,0)[0] intercept
Total fit time: 0.569 seconds
ARIMA(0,0,2)(0,0,0)[0] intercept
589.6125808326481
1783
Now the model for Store 35 and Dept 87 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1785.205, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1858.139, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1793.314, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1828.555, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2162.193, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1779.552, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1777.155, Time=0.04 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1779.237, Time=0.06 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1780.297, Time=0.12 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.382 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
1879.7589650000702
1784
Now the model for Store 35 and Dept 9 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1942.123, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2061.171, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1947.125, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2006.592, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2240.758, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1943.896, Time=0.05 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1943.547, Time=0.04 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1974.927, Time=0.10 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1944.016, Time=0.03 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1945.046, Time=0.07 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1943.804, Time=0.03 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.449 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
3890.375628245759
1785
Now the model for Store 35 and Dept 90 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1738.018, Time=0.15 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1866.710, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1765.749, Time=0.04 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1820.853, Time=0.10 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2185.528, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1746.186, Time=0.05 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1747.299, Time=0.04 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1799.338, Time=0.10 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1749.328, Time=0.03 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=inf, Time=0.20 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1739.945, Time=0.03 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.740 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
661.4183311419926
1786
Now the model for Store 35 and Dept 91 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1697.613, Time=0.12 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1843.541, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1706.896, Time=0.04 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1779.028, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2098.319, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1698.934, Time=0.17 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1700.282, Time=0.10 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1742.700, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1705.856, Time=0.03 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=inf, Time=0.20 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1698.324, Time=0.05 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.838 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
691.1315323272869
1787
Now the model for Store 35 and Dept 92 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1964.945, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2061.494, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1975.434, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2025.203, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2377.176, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1963.178, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1962.710, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1960.992, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1961.777, Time=0.06 sec
ARIMA(3,0,0)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(3,0,0)(0,0,0)[0] intercept
Total fit time: 0.279 seconds
ARIMA(3,0,0)(0,0,0)[0] intercept
2711.696930586603
1788
Now the model for Store 35 and Dept 93 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1478.119, Time=0.11 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1566.907, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1493.673, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1527.047, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1766.255, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1480.096, Time=0.14 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1480.073, Time=0.15 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1511.333, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1487.996, Time=0.03 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1478.684, Time=0.18 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1480.318, Time=0.04 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.797 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
374.868451344616
1789
Now the model for Store 35 and Dept 95 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2026.211, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2140.061, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2028.910, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2095.970, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2430.370, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2027.787, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2025.466, Time=0.02 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=2060.945, Time=0.07 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=2027.267, Time=0.05 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=2027.466, Time=0.03 sec
ARIMA(0,0,3)(0,0,0)[0] intercept : AIC=2082.568, Time=0.03 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=2028.924, Time=0.08 sec
ARIMA(1,0,2)(0,0,0)[0] : AIC=2027.816, Time=0.05 sec
Best model: ARIMA(1,0,2)(0,0,0)[0] intercept
Total fit time: 0.450 seconds
ARIMA(1,0,2)(0,0,0)[0] intercept
3590.1303555485365
1790
Now the model for Store 35 and Dept 97 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1549.111, Time=0.14 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1692.954, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1572.134, Time=0.07 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1633.840, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1946.652, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1560.007, Time=0.21 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1551.085, Time=0.15 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1616.286, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1565.056, Time=0.06 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1551.050, Time=0.18 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1549.564, Time=0.05 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.989 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
489.85916817789746
1791
Now the model for Store 36 and Dept 1 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1614.949, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1640.032, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1612.810, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1617.034, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1836.883, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1614.839, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1616.925, Time=0.05 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1638.379, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.198 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
450.3985349718272
1792
Now the model for Store 36 and Dept 10 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1038.136, Time=0.10 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1126.782, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1056.478, Time=0.05 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1089.462, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1309.727, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1040.136, Time=0.14 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1040.136, Time=0.14 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1076.808, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1044.654, Time=0.09 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1039.522, Time=0.18 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1038.248, Time=0.04 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.883 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
79.58961117285155
1793
Now the model for Store 36 and Dept 13 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1607.142, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1710.497, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1624.759, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1673.855, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2176.074, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1606.855, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1607.664, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1608.458, Time=0.08 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=inf, Time=0.20 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1603.167, Time=0.08 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1643.521, Time=0.06 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=1602.182, Time=0.05 sec
ARIMA(0,0,3)(0,0,0)[0] intercept : AIC=1642.571, Time=0.09 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=inf, Time=0.26 sec
ARIMA(1,0,3)(0,0,0)[0] : AIC=1604.676, Time=0.07 sec
Best model: ARIMA(1,0,3)(0,0,0)[0] intercept
Total fit time: 1.089 seconds
ARIMA(1,0,3)(0,0,0)[0] intercept
563.0315433106273
1794
Now the model for Store 36 and Dept 14 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1502.216, Time=0.15 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1562.805, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1517.510, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1537.498, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1813.450, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1514.896, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1502.937, Time=0.15 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1522.504, Time=0.11 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1514.322, Time=0.03 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=inf, Time=0.19 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1503.573, Time=0.06 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.800 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
489.3458403549996
1795
Now the model for Store 36 and Dept 16 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1342.552, Time=0.13 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1371.277, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1357.887, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1363.274, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1596.655, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1351.126, Time=0.03 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1344.337, Time=0.17 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1359.121, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1351.928, Time=0.02 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1347.619, Time=0.20 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1345.014, Time=0.04 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.737 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
138.4449078938729
1796
Now the model for Store 36 and Dept 17 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1293.849, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1335.868, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1292.056, Time=0.04 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1306.322, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1564.896, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1293.819, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1295.791, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1311.034, Time=0.02 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.222 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
304.23343539819876
1797
Now the model for Store 36 and Dept 2 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1636.757, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1755.897, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1640.618, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1697.250, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2193.412, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1635.905, Time=0.12 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1640.273, Time=0.02 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1628.365, Time=0.13 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1632.792, Time=0.04 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=1613.122, Time=0.17 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1631.470, Time=0.07 sec
ARIMA(3,0,3)(0,0,0)[0] intercept : AIC=1616.167, Time=0.27 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=1627.681, Time=0.16 sec
ARIMA(3,0,2)(0,0,0)[0] : AIC=1616.096, Time=0.18 sec
Best model: ARIMA(3,0,2)(0,0,0)[0] intercept
Total fit time: 1.274 seconds
ARIMA(3,0,2)(0,0,0)[0] intercept
990.6693657128686
1798
Now the model for Store 36 and Dept 21 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1068.391, Time=0.12 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1094.694, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1077.445, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1082.590, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1403.511, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1070.679, Time=0.16 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1070.345, Time=0.17 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1082.416, Time=0.08 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1075.706, Time=0.05 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1071.698, Time=0.20 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1071.354, Time=0.04 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.902 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
50.796059327962844
1799
Now the model for Store 36 and Dept 26 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1323.591, Time=0.14 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1321.791, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1322.824, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1322.874, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1389.270, Time=0.01 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.230 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
46.228558139534876
1800
Now the model for Store 36 and Dept 3 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1330.180, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1406.638, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1330.568, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1349.664, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1496.171, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1331.751, Time=0.17 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1332.109, Time=0.07 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1339.028, Time=0.09 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1330.359, Time=0.07 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1334.088, Time=0.09 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1339.148, Time=0.03 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.652 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
206.80821981748792
1801
Now the model for Store 36 and Dept 38 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1869.952, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1869.277, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1868.039, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1868.385, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2247.826, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1869.972, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1871.908, Time=0.06 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1957.397, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.142 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
2063.613703152416
1802
Now the model for Store 36 and Dept 4 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1627.444, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1743.379, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1639.435, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1694.301, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2140.354, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1628.542, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1616.909, Time=0.17 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1664.928, Time=0.07 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1620.271, Time=0.23 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=1619.542, Time=0.05 sec
ARIMA(0,0,3)(0,0,0)[0] intercept : AIC=1663.718, Time=0.10 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=1620.631, Time=0.10 sec
ARIMA(1,0,2)(0,0,0)[0] : AIC=1619.199, Time=0.05 sec
Best model: ARIMA(1,0,2)(0,0,0)[0] intercept
Total fit time: 0.915 seconds
ARIMA(1,0,2)(0,0,0)[0] intercept
1010.0333917216042
1803
Now the model for Store 36 and Dept 40 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1604.315, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1684.599, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1610.637, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1644.615, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2141.247, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1605.425, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1605.522, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1632.219, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1605.444, Time=0.02 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1605.980, Time=0.10 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1608.055, Time=0.05 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.410 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
809.1397462002099
1804
Now the model for Store 36 and Dept 46 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1406.220, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1523.908, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1411.595, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1463.402, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1858.312, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1407.138, Time=0.06 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1403.567, Time=0.13 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1447.394, Time=0.06 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1405.340, Time=0.11 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=1405.611, Time=0.09 sec
ARIMA(0,0,3)(0,0,0)[0] intercept : AIC=1437.190, Time=0.11 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=1405.506, Time=0.22 sec
ARIMA(1,0,2)(0,0,0)[0] : AIC=1405.714, Time=0.07 sec
Best model: ARIMA(1,0,2)(0,0,0)[0] intercept
Total fit time: 0.959 seconds
ARIMA(1,0,2)(0,0,0)[0] intercept
257.35938070511185
1805
Now the model for Store 36 and Dept 55 will be created
(100, 2)
(26, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1132.986, Time=0.08 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1226.964, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1131.467, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1174.095, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1334.157, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1133.013, Time=0.09 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1135.026, Time=0.06 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1137.556, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.344 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
112.53002214224004
1806
Now the model for Store 36 and Dept 60 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1200.055, Time=0.09 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1200.629, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1199.755, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1198.888, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1348.525, Time=0.00 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1199.944, Time=0.06 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1201.991, Time=0.07 sec
ARIMA(0,0,1)(0,0,0)[0] : AIC=1292.798, Time=0.02 sec
Best model: ARIMA(0,0,1)(0,0,0)[0] intercept
Total fit time: 0.324 seconds
ARIMA(0,0,1)(0,0,0)[0] intercept
94.88276410969269
1807
Now the model for Store 36 and Dept 67 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1369.613, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1395.007, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1372.622, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1366.552, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1613.408, Time=0.00 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1367.630, Time=0.09 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1369.890, Time=0.05 sec
ARIMA(0,0,1)(0,0,0)[0] : AIC=1518.449, Time=0.03 sec
Best model: ARIMA(0,0,1)(0,0,0)[0] intercept
Total fit time: 0.273 seconds
ARIMA(0,0,1)(0,0,0)[0] intercept
209.2327315879221
1808
Now the model for Store 36 and Dept 7 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1247.642, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1253.396, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1246.045, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1247.685, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1497.331, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1247.443, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1249.429, Time=0.07 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1286.222, Time=0.02 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.236 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
102.81581674342378
1809
Now the model for Store 36 and Dept 74 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1253.253, Time=0.11 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1319.094, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1263.396, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1285.491, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1584.096, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1255.237, Time=0.16 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1255.225, Time=0.14 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1279.446, Time=0.08 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1258.748, Time=0.03 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=inf, Time=0.18 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1256.395, Time=0.04 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.826 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
98.48060698845498
1810
Now the model for Store 36 and Dept 79 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1959.155, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1953.587, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1955.832, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1956.143, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2252.574, Time=0.00 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.075 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
3673.2230186046536
1811
Now the model for Store 36 and Dept 8 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1401.534, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1445.049, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1409.629, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1425.531, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1916.300, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1400.489, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1400.794, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1400.179, Time=0.05 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1398.535, Time=0.04 sec
ARIMA(3,0,0)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(3,0,0)(0,0,0)[0] intercept
Total fit time: 0.330 seconds
ARIMA(3,0,0)(0,0,0)[0] intercept
235.43822242942994
1812
Now the model for Store 36 and Dept 80 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1734.579, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1833.787, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1735.415, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1773.534, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2289.012, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1727.711, Time=0.10 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1737.180, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1708.118, Time=0.06 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1718.896, Time=0.04 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=inf, Time=0.23 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1721.499, Time=0.21 sec
ARIMA(3,0,1)(0,0,0)[0] : AIC=1707.231, Time=0.14 sec
ARIMA(2,0,1)(0,0,0)[0] : AIC=inf, Time=0.11 sec
ARIMA(3,0,0)(0,0,0)[0] : AIC=inf, Time=0.04 sec
ARIMA(3,0,2)(0,0,0)[0] : AIC=1703.023, Time=0.13 sec
ARIMA(2,0,2)(0,0,0)[0] : AIC=1720.124, Time=0.07 sec
ARIMA(3,0,3)(0,0,0)[0] : AIC=inf, Time=0.21 sec
ARIMA(2,0,3)(0,0,0)[0] : AIC=1716.624, Time=0.19 sec
Best model: ARIMA(3,0,2)(0,0,0)[0]
Total fit time: 1.673 seconds
ARIMA(3,0,2)(0,0,0)[0]
1081.684178676345
1813
Now the model for Store 36 and Dept 81 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1640.779, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1771.231, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1639.978, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1706.946, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2182.204, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1641.033, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1642.826, Time=0.15 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.315 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
2252.2998428253195
1814
Now the model for Store 36 and Dept 82 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1672.578, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1707.140, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1676.212, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1682.818, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1987.204, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1673.538, Time=0.07 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1674.916, Time=0.10 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1683.705, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1675.328, Time=0.02 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=inf, Time=0.15 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1670.738, Time=0.06 sec
ARIMA(0,0,1)(0,0,0)[0] : AIC=inf, Time=0.03 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1702.765, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] : AIC=1672.024, Time=0.09 sec
ARIMA(1,0,2)(0,0,0)[0] : AIC=1671.723, Time=0.11 sec
ARIMA(0,0,2)(0,0,0)[0] : AIC=1828.714, Time=0.09 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1690.386, Time=0.03 sec
ARIMA(2,0,2)(0,0,0)[0] : AIC=inf, Time=0.16 sec
Best model: ARIMA(1,0,1)(0,0,0)[0]
Total fit time: 1.082 seconds
ARIMA(1,0,1)(0,0,0)[0]
1746.2574279733194
1815
Now the model for Store 36 and Dept 83 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1712.792, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1806.827, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1710.733, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1751.638, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1967.263, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1712.700, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1716.528, Time=0.19 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1718.859, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.381 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1638.641980464805
1816
Now the model for Store 36 and Dept 90 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1853.485, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1973.576, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1853.900, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1911.523, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2398.380, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1849.952, Time=0.15 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1855.073, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1834.431, Time=0.06 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1838.930, Time=0.04 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=1807.881, Time=0.22 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1844.749, Time=0.06 sec
ARIMA(3,0,3)(0,0,0)[0] intercept : AIC=inf, Time=0.25 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=1843.915, Time=0.07 sec
ARIMA(3,0,2)(0,0,0)[0] : AIC=inf, Time=0.18 sec
Best model: ARIMA(3,0,2)(0,0,0)[0] intercept
Total fit time: 1.156 seconds
ARIMA(3,0,2)(0,0,0)[0] intercept
3463.906990482515
1817
Now the model for Store 36 and Dept 91 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1747.767, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1801.834, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1752.186, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1752.011, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2162.869, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1762.332, Time=0.10 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1742.013, Time=0.04 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1739.333, Time=0.06 sec
ARIMA(0,0,3)(0,0,0)[0] intercept : AIC=1740.695, Time=0.10 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=1731.404, Time=0.13 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=1734.071, Time=0.06 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1744.263, Time=0.12 sec
ARIMA(1,0,3)(0,0,0)[0] : AIC=1722.726, Time=0.18 sec
ARIMA(0,0,3)(0,0,0)[0] : AIC=inf, Time=0.09 sec
ARIMA(1,0,2)(0,0,0)[0] : AIC=1734.760, Time=0.09 sec
ARIMA(2,0,3)(0,0,0)[0] : AIC=1721.104, Time=0.20 sec
ARIMA(2,0,2)(0,0,0)[0] : AIC=1736.443, Time=0.17 sec
ARIMA(3,0,3)(0,0,0)[0] : AIC=1659.778, Time=0.21 sec
ARIMA(3,0,2)(0,0,0)[0] : AIC=1666.007, Time=0.16 sec
ARIMA(3,0,3)(0,0,0)[0] intercept : AIC=1656.916, Time=0.28 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=1662.992, Time=0.11 sec
Best model: ARIMA(3,0,3)(0,0,0)[0] intercept
Total fit time: 2.232 seconds
ARIMA(3,0,3)(0,0,0)[0] intercept
805.8546143430302
1818
Now the model for Store 36 and Dept 92 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1987.735, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2086.861, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1987.258, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2024.905, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2447.731, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1989.138, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2004.196, Time=0.06 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=inf, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.189 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
13015.420004365566
1819
Now the model for Store 36 and Dept 93 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1897.580, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2081.358, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1908.843, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2004.671, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2356.408, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1914.736, Time=0.16 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1889.192, Time=0.04 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1960.905, Time=0.13 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1890.859, Time=0.07 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=1886.511, Time=0.06 sec
ARIMA(0,0,3)(0,0,0)[0] intercept : AIC=1949.743, Time=0.12 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=1887.297, Time=0.08 sec
ARIMA(1,0,3)(0,0,0)[0] : AIC=1887.412, Time=0.08 sec
Best model: ARIMA(1,0,3)(0,0,0)[0] intercept
Total fit time: 0.832 seconds
ARIMA(1,0,3)(0,0,0)[0] intercept
6949.840171857416
1820
Now the model for Store 36 and Dept 94 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1958.178, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2170.360, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1964.769, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2113.313, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2466.850, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=inf, Time=0.15 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1955.645, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=2028.340, Time=0.11 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1957.603, Time=0.06 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=1955.092, Time=0.06 sec
ARIMA(0,0,3)(0,0,0)[0] intercept : AIC=2084.945, Time=0.03 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=1953.838, Time=0.08 sec
ARIMA(3,0,3)(0,0,0)[0] intercept : AIC=1934.654, Time=0.17 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=1936.465, Time=0.07 sec
ARIMA(3,0,3)(0,0,0)[0] : AIC=1934.919, Time=0.18 sec
Best model: ARIMA(3,0,3)(0,0,0)[0] intercept
Total fit time: 1.036 seconds
ARIMA(3,0,3)(0,0,0)[0] intercept
2752.9383207704673
1821
Now the model for Store 36 and Dept 95 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1899.350, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2027.601, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1901.180, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1967.155, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2416.088, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1905.716, Time=0.06 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1898.233, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1922.015, Time=0.10 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1899.925, Time=0.06 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=1898.921, Time=0.05 sec
ARIMA(0,0,3)(0,0,0)[0] intercept : AIC=1922.049, Time=0.09 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=1892.847, Time=0.11 sec
ARIMA(3,0,3)(0,0,0)[0] intercept : AIC=1873.332, Time=0.28 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=1879.654, Time=0.11 sec
ARIMA(3,0,3)(0,0,0)[0] : AIC=1875.992, Time=0.24 sec
Best model: ARIMA(3,0,3)(0,0,0)[0] intercept
Total fit time: 1.216 seconds
ARIMA(3,0,3)(0,0,0)[0] intercept
3013.5872764276
1822
Now the model for Store 36 and Dept 96 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1848.083, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1877.995, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1847.212, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1857.366, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2228.658, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1848.111, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1849.597, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1873.728, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.141 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
2194.3412031275534
1823
Now the model for Store 36 and Dept 97 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1589.619, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1683.734, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1589.706, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1617.316, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2056.682, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1596.724, Time=0.11 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1572.486, Time=0.08 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1587.536, Time=0.06 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1574.783, Time=0.11 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=1571.790, Time=0.11 sec
ARIMA(0,0,3)(0,0,0)[0] intercept : AIC=1589.506, Time=0.08 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=1572.695, Time=0.17 sec
ARIMA(1,0,3)(0,0,0)[0] : AIC=1569.568, Time=0.10 sec
ARIMA(0,0,3)(0,0,0)[0] : AIC=inf, Time=0.12 sec
ARIMA(1,0,2)(0,0,0)[0] : AIC=1568.178, Time=0.10 sec
ARIMA(0,0,2)(0,0,0)[0] : AIC=inf, Time=0.06 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1587.186, Time=0.06 sec
ARIMA(2,0,2)(0,0,0)[0] : AIC=1570.152, Time=0.12 sec
ARIMA(0,0,1)(0,0,0)[0] : AIC=1933.217, Time=0.04 sec
ARIMA(2,0,1)(0,0,0)[0] : AIC=1601.335, Time=0.11 sec
ARIMA(2,0,3)(0,0,0)[0] : AIC=1568.732, Time=0.15 sec
Best model: ARIMA(1,0,2)(0,0,0)[0]
Total fit time: 1.701 seconds
ARIMA(1,0,2)(0,0,0)[0]
559.0671633287233
1824
Now the model for Store 36 and Dept 98 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1707.176, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1767.485, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1711.761, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1732.107, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2132.947, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1705.904, Time=0.11 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1710.376, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1698.153, Time=0.07 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1699.313, Time=0.08 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=1695.594, Time=0.19 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1703.303, Time=0.19 sec
ARIMA(3,0,3)(0,0,0)[0] intercept : AIC=1687.999, Time=0.27 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=1700.134, Time=0.18 sec
ARIMA(3,0,3)(0,0,0)[0] : AIC=1685.040, Time=0.22 sec
ARIMA(2,0,3)(0,0,0)[0] : AIC=1689.394, Time=0.21 sec
ARIMA(3,0,2)(0,0,0)[0] : AIC=1690.049, Time=0.13 sec
ARIMA(2,0,2)(0,0,0)[0] : AIC=1693.772, Time=0.16 sec
Best model: ARIMA(3,0,3)(0,0,0)[0]
Total fit time: 1.940 seconds
ARIMA(3,0,3)(0,0,0)[0]
2486.3489115448842
1825
Now the model for Store 37 and Dept 1 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1887.757, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1914.255, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1887.098, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1889.345, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2156.931, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1887.123, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1889.117, Time=0.02 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1914.256, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.108 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1611.6418227599506
1826
Now the model for Store 37 and Dept 10 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1125.078, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1127.957, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1123.291, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1124.003, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1472.797, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1125.107, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1126.948, Time=0.07 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1168.543, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.211 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
71.68824158398212
1827
Now the model for Store 37 and Dept 11 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1500.050, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1530.055, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1502.229, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1509.491, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1787.395, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1501.230, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1502.095, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1510.101, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1500.984, Time=0.02 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1499.010, Time=0.16 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=1499.272, Time=0.16 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=1498.487, Time=0.18 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=1497.432, Time=0.22 sec
ARIMA(0,0,3)(0,0,0)[0] intercept : AIC=1499.892, Time=0.08 sec
ARIMA(1,0,3)(0,0,0)[0] : AIC=1508.220, Time=0.09 sec
Best model: ARIMA(1,0,3)(0,0,0)[0] intercept
Total fit time: 1.141 seconds
ARIMA(1,0,3)(0,0,0)[0] intercept
205.41965816080858
1828
Now the model for Store 37 and Dept 12 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1019.599, Time=0.10 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1077.493, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1041.879, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1058.313, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1308.810, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1021.043, Time=0.14 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1020.958, Time=0.12 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1046.604, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1030.295, Time=0.04 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1021.120, Time=0.21 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1021.067, Time=0.05 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.810 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
49.72416521126624
1829
Now the model for Store 37 and Dept 13 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1618.585, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1614.697, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1616.603, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1616.920, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2229.382, Time=0.00 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.074 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
636.7276813953486
1830
Now the model for Store 37 and Dept 14 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1557.789, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1565.809, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1556.063, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1558.093, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1754.277, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1557.743, Time=0.05 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1559.670, Time=0.03 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1591.730, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.181 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
174.56092681574614
1831
Now the model for Store 37 and Dept 16 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1495.352, Time=0.12 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1582.501, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1517.759, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1552.007, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1835.110, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1494.680, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1496.633, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1494.879, Time=0.05 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1488.526, Time=0.21 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1491.503, Time=0.12 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=1496.139, Time=0.10 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=1493.912, Time=0.11 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=1491.984, Time=0.08 sec
ARIMA(3,0,3)(0,0,0)[0] intercept : AIC=1494.794, Time=0.20 sec
ARIMA(2,0,2)(0,0,0)[0] : AIC=1491.289, Time=0.11 sec
Best model: ARIMA(2,0,2)(0,0,0)[0] intercept
Total fit time: 1.237 seconds
ARIMA(2,0,2)(0,0,0)[0] intercept
341.46865300475713
1832
Now the model for Store 37 and Dept 17 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1193.258, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1232.644, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1191.416, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1206.225, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1450.383, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1193.145, Time=0.05 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1192.485, Time=0.13 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1212.479, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.318 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
71.90497373013523
1833
Now the model for Store 37 and Dept 2 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1656.678, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1668.612, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1659.009, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1663.653, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2225.182, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1654.646, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1653.108, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1654.273, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1656.215, Time=0.11 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.332 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
1072.7308341516084
1834
Now the model for Store 37 and Dept 21 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1322.269, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1327.680, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1320.973, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1322.703, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1805.222, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1321.907, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1323.709, Time=0.05 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.224 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
230.40118095628685
1835
Now the model for Store 37 and Dept 25 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=925.773, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=965.235, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=935.626, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=947.963, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1130.378, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=927.675, Time=0.13 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=927.671, Time=0.09 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=942.084, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=929.003, Time=0.05 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=929.500, Time=0.17 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=929.817, Time=0.03 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.696 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
34.27087044119475
1836
Now the model for Store 37 and Dept 28 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1069.999, Time=0.11 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1100.732, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1077.992, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1087.632, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1313.297, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1071.985, Time=0.12 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1071.985, Time=0.13 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1079.390, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1073.714, Time=0.05 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1073.447, Time=0.17 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1074.522, Time=0.04 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.792 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
63.06716991168902
1837
Now the model for Store 37 and Dept 3 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1496.934, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1523.614, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1494.937, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1497.910, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1729.889, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1496.909, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1498.949, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1519.099, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.180 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
331.5640578016399
1838
Now the model for Store 37 and Dept 38 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2133.128, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2143.064, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2134.467, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2137.642, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2521.317, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2133.324, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2131.777, Time=0.05 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=2136.869, Time=0.02 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=inf, Time=0.19 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=2131.646, Time=0.06 sec
ARIMA(0,0,3)(0,0,0)[0] intercept : AIC=2137.729, Time=0.03 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=2133.385, Time=0.13 sec
ARIMA(1,0,3)(0,0,0)[0] : AIC=2129.518, Time=0.07 sec
ARIMA(0,0,3)(0,0,0)[0] : AIC=2436.171, Time=0.03 sec
ARIMA(1,0,2)(0,0,0)[0] : AIC=2127.865, Time=0.06 sec
ARIMA(0,0,2)(0,0,0)[0] : AIC=2442.577, Time=0.02 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=2125.897, Time=0.06 sec
ARIMA(0,0,1)(0,0,0)[0] : AIC=2456.778, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2175.691, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] : AIC=2129.350, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
ARIMA(2,0,2)(0,0,0)[0] : AIC=inf, Time=0.16 sec
Best model: ARIMA(1,0,1)(0,0,0)[0]
Total fit time: 1.087 seconds
ARIMA(1,0,1)(0,0,0)[0]
5923.196457920246
1839
Now the model for Store 37 and Dept 4 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1657.410, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1670.043, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1661.210, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1664.445, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2240.141, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1657.357, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1658.818, Time=0.01 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1654.592, Time=0.10 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1653.118, Time=0.07 sec
ARIMA(3,0,0)(0,0,0)[0] : AIC=inf, Time=0.06 sec
Best model: ARIMA(3,0,0)(0,0,0)[0] intercept
Total fit time: 0.418 seconds
ARIMA(3,0,0)(0,0,0)[0] intercept
618.5976204058894
1840
Now the model for Store 37 and Dept 40 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1751.782, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1780.260, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1760.504, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1770.840, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2325.289, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1746.227, Time=0.09 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1745.435, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1746.102, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1747.846, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.323 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
1481.6134945893607
1841
Now the model for Store 37 and Dept 42 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=958.536, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=954.578, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=956.517, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=956.529, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1228.819, Time=0.00 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.123 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
30.188306976744173
1842
Now the model for Store 37 and Dept 46 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1599.369, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1617.539, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1602.517, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1607.992, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2093.522, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1599.614, Time=0.05 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1597.788, Time=0.05 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1604.354, Time=0.06 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1597.563, Time=0.19 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=1598.303, Time=0.24 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=1599.365, Time=0.09 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=1599.524, Time=0.06 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1600.017, Time=0.05 sec
ARIMA(3,0,3)(0,0,0)[0] intercept : AIC=1599.678, Time=0.29 sec
ARIMA(2,0,2)(0,0,0)[0] : AIC=1604.548, Time=0.14 sec
Best model: ARIMA(2,0,2)(0,0,0)[0] intercept
Total fit time: 1.325 seconds
ARIMA(2,0,2)(0,0,0)[0] intercept
598.4200508362933
1843
Now the model for Store 37 and Dept 5 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1484.564, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1511.495, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1482.768, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1492.064, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1716.280, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1484.341, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1486.201, Time=0.09 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1507.016, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.229 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
338.8257651161246
1844
Now the model for Store 37 and Dept 52 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=990.121, Time=0.09 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=994.376, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=988.452, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=988.265, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1057.817, Time=0.00 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=990.237, Time=0.05 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=991.901, Time=0.11 sec
ARIMA(0,0,1)(0,0,0)[0] : AIC=1026.521, Time=0.02 sec
Best model: ARIMA(0,0,1)(0,0,0)[0] intercept
Total fit time: 0.373 seconds
ARIMA(0,0,1)(0,0,0)[0] intercept
16.128590618176176
1845
Now the model for Store 37 and Dept 59 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1118.335, Time=0.09 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1165.403, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1122.374, Time=0.04 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1135.196, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1325.815, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1118.021, Time=0.17 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1121.984, Time=0.05 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1119.894, Time=0.18 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1118.119, Time=0.19 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1117.200, Time=0.16 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1133.198, Time=0.10 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=1118.068, Time=0.17 sec
ARIMA(0,0,3)(0,0,0)[0] intercept : AIC=1128.124, Time=0.10 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=1120.075, Time=0.20 sec
ARIMA(1,0,2)(0,0,0)[0] : AIC=1118.858, Time=0.06 sec
Best model: ARIMA(1,0,2)(0,0,0)[0] intercept
Total fit time: 1.579 seconds
ARIMA(1,0,2)(0,0,0)[0] intercept
116.35231740931228
1846
Now the model for Store 37 and Dept 60 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1367.178, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1380.532, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1367.701, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1363.448, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1625.873, Time=0.00 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1365.448, Time=0.07 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1367.445, Time=0.08 sec
ARIMA(0,0,1)(0,0,0)[0] : AIC=1528.389, Time=0.03 sec
Best model: ARIMA(0,0,1)(0,0,0)[0] intercept
Total fit time: 0.281 seconds
ARIMA(0,0,1)(0,0,0)[0] intercept
136.72162960109773
1847
Now the model for Store 37 and Dept 67 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1616.286, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1654.162, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1628.264, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1609.279, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1851.417, Time=0.00 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1611.274, Time=0.11 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1613.306, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(0,0,1)(0,0,0)[0] intercept
Total fit time: 0.305 seconds
ARIMA(0,0,1)(0,0,0)[0] intercept
637.3112293146285
1848
Now the model for Store 37 and Dept 7 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1368.088, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1425.601, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1367.504, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1377.249, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1643.718, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1368.336, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1369.175, Time=0.13 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1382.649, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.269 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
252.9548134431698
1849
Now the model for Store 37 and Dept 74 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1292.959, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1345.081, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1291.743, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1310.874, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1592.898, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1293.038, Time=0.04 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1294.793, Time=0.08 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1310.396, Time=0.02 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.243 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
116.5788457888916
1850
Now the model for Store 37 and Dept 79 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1655.500, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1651.622, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1653.592, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1653.575, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2076.154, Time=0.00 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.093 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
607.2669627906984
1851
Now the model for Store 37 and Dept 8 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1620.733, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1618.731, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1619.373, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1619.703, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2220.401, Time=0.00 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.106 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
967.9319813953466
1852
Now the model for Store 37 and Dept 80 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1586.709, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1591.652, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1585.096, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1585.783, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2137.123, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1586.890, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1588.515, Time=0.06 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=inf, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.223 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
671.8282044166291
1853
Now the model for Store 37 and Dept 81 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1560.694, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1557.422, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1558.942, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1558.935, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2140.043, Time=0.00 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.110 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
473.1961279069764
1854
Now the model for Store 37 and Dept 82 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1730.114, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1798.305, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1728.563, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1745.680, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2013.752, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1730.384, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1731.400, Time=0.05 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1740.193, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.163 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
848.1583902700596
1855
Now the model for Store 37 and Dept 83 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1446.296, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1478.709, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1450.431, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1464.183, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1837.779, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1440.384, Time=0.03 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1438.469, Time=0.04 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1440.407, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1442.381, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.274 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
166.64952432059908
1856
Now the model for Store 37 and Dept 87 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1389.054, Time=0.14 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1425.680, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1410.630, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1417.722, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1664.052, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1399.781, Time=0.07 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1390.013, Time=0.16 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1410.198, Time=0.08 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1399.356, Time=0.02 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1398.428, Time=0.20 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1390.026, Time=0.04 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.799 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
350.13269947009036
1857
Now the model for Store 37 and Dept 90 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1860.600, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1915.887, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1881.503, Time=0.06 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1898.939, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2423.447, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1854.132, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1866.173, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1848.811, Time=0.09 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1852.791, Time=0.07 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=1844.319, Time=0.10 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1847.639, Time=0.08 sec
ARIMA(3,0,3)(0,0,0)[0] intercept : AIC=1847.133, Time=0.15 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=1848.018, Time=0.12 sec
ARIMA(3,0,2)(0,0,0)[0] : AIC=1853.258, Time=0.17 sec
Best model: ARIMA(3,0,2)(0,0,0)[0] intercept
Total fit time: 1.022 seconds
ARIMA(3,0,2)(0,0,0)[0] intercept
1709.6401827752836
1858
Now the model for Store 37 and Dept 91 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1769.990, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1777.704, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1770.897, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1773.748, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2352.435, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1770.497, Time=0.06 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1770.213, Time=0.10 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1773.529, Time=0.02 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1769.613, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1769.026, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1770.844, Time=0.11 sec
ARIMA(3,0,0)(0,0,0)[0] : AIC=inf, Time=0.04 sec
Best model: ARIMA(3,0,0)(0,0,0)[0] intercept
Total fit time: 0.473 seconds
ARIMA(3,0,0)(0,0,0)[0] intercept
1106.045029624943
1859
Now the model for Store 37 and Dept 92 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1999.252, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2031.452, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2008.295, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2018.641, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2484.208, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1998.162, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2002.583, Time=0.02 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1994.744, Time=0.08 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1995.882, Time=0.04 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=1989.956, Time=0.12 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1997.121, Time=0.14 sec
ARIMA(3,0,3)(0,0,0)[0] intercept : AIC=1991.913, Time=0.20 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=1993.203, Time=0.13 sec
ARIMA(3,0,2)(0,0,0)[0] : AIC=2002.723, Time=0.14 sec
Best model: ARIMA(3,0,2)(0,0,0)[0] intercept
Total fit time: 0.978 seconds
ARIMA(3,0,2)(0,0,0)[0] intercept
1980.7027199124527
1860
Now the model for Store 37 and Dept 93 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1753.023, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1761.389, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1756.081, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1758.694, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2277.784, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1750.337, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1750.972, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1749.607, Time=0.09 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1748.916, Time=0.04 sec
ARIMA(3,0,0)(0,0,0)[0] : AIC=inf, Time=0.05 sec
Best model: ARIMA(3,0,0)(0,0,0)[0] intercept
Total fit time: 0.341 seconds
ARIMA(3,0,0)(0,0,0)[0] intercept
1749.1880916974383
1861
Now the model for Store 37 and Dept 94 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1848.119, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1901.785, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1861.328, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1884.570, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2369.583, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1845.206, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1845.050, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1844.583, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1846.573, Time=0.06 sec
ARIMA(3,0,0)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(3,0,0)(0,0,0)[0] intercept
Total fit time: 0.291 seconds
ARIMA(3,0,0)(0,0,0)[0] intercept
2878.9739882210265
1862
Now the model for Store 37 and Dept 95 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1855.597, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1869.508, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1858.653, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1863.634, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2452.980, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1855.079, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1854.620, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1853.336, Time=0.05 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1855.285, Time=0.09 sec
ARIMA(3,0,0)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(3,0,0)(0,0,0)[0] intercept
Total fit time: 0.347 seconds
ARIMA(3,0,0)(0,0,0)[0] intercept
3126.5138123523434
1863
Now the model for Store 37 and Dept 96 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1816.126, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1814.869, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1814.379, Time=0.05 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1813.952, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2270.428, Time=0.00 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1815.995, Time=0.02 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1817.802, Time=0.06 sec
ARIMA(0,0,1)(0,0,0)[0] : AIC=2151.982, Time=0.06 sec
Best model: ARIMA(0,0,1)(0,0,0)[0] intercept
Total fit time: 0.246 seconds
ARIMA(0,0,1)(0,0,0)[0] intercept
1073.731160102694
1864
Now the model for Store 37 and Dept 97 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1635.797, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1651.002, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1636.672, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1641.255, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2194.230, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1636.631, Time=0.06 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1635.810, Time=0.06 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1639.727, Time=0.11 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1635.434, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1635.168, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1637.061, Time=0.08 sec
ARIMA(3,0,0)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(3,0,0)(0,0,0)[0] intercept
Total fit time: 0.531 seconds
ARIMA(3,0,0)(0,0,0)[0] intercept
630.8684670551933
1865
Now the model for Store 37 and Dept 98 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1640.602, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1655.401, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1638.555, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1639.486, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2007.184, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1640.562, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1642.495, Time=0.08 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1673.820, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.227 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
602.5442221193381
1866
Now the model for Store 38 and Dept 1 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1740.514, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1770.571, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1738.731, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1743.549, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2050.298, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1740.407, Time=0.05 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1742.474, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1765.069, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.213 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1132.5447133184177
1867
Now the model for Store 38 and Dept 10 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1099.682, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1095.688, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1097.687, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1097.682, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1464.635, Time=0.00 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.122 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
52.53489069767438
1868
Now the model for Store 38 and Dept 11 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1338.137, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1357.008, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1339.251, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1346.059, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1613.652, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1338.179, Time=0.05 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1338.346, Time=0.05 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1339.987, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1336.264, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1337.959, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1339.969, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1352.422, Time=0.03 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.365 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
110.46510953364741
1869
Now the model for Store 38 and Dept 12 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=894.007, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=893.864, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=891.989, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=891.924, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1118.227, Time=0.00 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=893.923, Time=0.08 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=895.840, Time=0.06 sec
ARIMA(0,0,1)(0,0,0)[0] : AIC=1044.463, Time=0.02 sec
Best model: ARIMA(0,0,1)(0,0,0)[0] intercept
Total fit time: 0.277 seconds
ARIMA(0,0,1)(0,0,0)[0] intercept
17.316433986597968
1870
Now the model for Store 38 and Dept 13 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1540.955, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1554.135, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1539.665, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1538.737, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2123.572, Time=0.01 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1540.117, Time=0.05 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1541.763, Time=0.08 sec
ARIMA(0,0,1)(0,0,0)[0] : AIC=inf, Time=0.04 sec
Best model: ARIMA(0,0,1)(0,0,0)[0] intercept
Total fit time: 0.348 seconds
ARIMA(0,0,1)(0,0,0)[0] intercept
900.4959278822145
1871
Now the model for Store 38 and Dept 14 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1504.691, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1501.527, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1502.772, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1502.871, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1686.361, Time=0.00 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.107 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
159.0259418604651
1872
Now the model for Store 38 and Dept 16 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1357.635, Time=0.13 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1405.657, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1372.824, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1385.101, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1648.161, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1359.292, Time=0.16 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1358.794, Time=0.14 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1381.210, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1367.839, Time=0.03 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1351.867, Time=0.22 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=1346.897, Time=0.21 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1357.224, Time=0.20 sec
ARIMA(3,0,3)(0,0,0)[0] intercept : AIC=inf, Time=0.27 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=1350.400, Time=0.20 sec
ARIMA(3,0,2)(0,0,0)[0] : AIC=1351.184, Time=0.16 sec
Best model: ARIMA(3,0,2)(0,0,0)[0] intercept
Total fit time: 1.850 seconds
ARIMA(3,0,2)(0,0,0)[0] intercept
148.04268335472622
1873
Now the model for Store 38 and Dept 17 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1206.287, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1230.883, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1204.243, Time=0.04 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1205.365, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1496.480, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1206.231, Time=0.05 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1208.211, Time=0.06 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1232.300, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.275 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
73.83609438583358
1874
Now the model for Store 38 and Dept 2 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1545.131, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1588.739, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1551.641, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1568.346, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2137.593, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1544.943, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1544.369, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1544.087, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1545.821, Time=0.09 sec
ARIMA(3,0,0)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(3,0,0)(0,0,0)[0] intercept
Total fit time: 0.334 seconds
ARIMA(3,0,0)(0,0,0)[0] intercept
1804.316255156427
1875
Now the model for Store 38 and Dept 21 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1216.732, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1221.081, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1219.220, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1220.677, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1680.499, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1211.329, Time=0.09 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1210.821, Time=0.07 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1210.228, Time=0.13 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1212.176, Time=0.11 sec
ARIMA(3,0,0)(0,0,0)[0] : AIC=inf, Time=0.05 sec
Best model: ARIMA(3,0,0)(0,0,0)[0] intercept
Total fit time: 0.610 seconds
ARIMA(3,0,0)(0,0,0)[0] intercept
90.20833229455027
1876
Now the model for Store 38 and Dept 28 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1010.426, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1068.086, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1011.368, Time=0.04 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1033.824, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1229.559, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1010.920, Time=0.16 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1011.660, Time=0.11 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1022.023, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1010.866, Time=0.06 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=inf, Time=0.19 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1016.144, Time=0.02 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.767 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
30.35357042335673
1877
Now the model for Store 38 and Dept 3 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1366.915, Time=0.08 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1409.840, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1368.981, Time=0.04 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1382.961, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1546.952, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1368.725, Time=0.15 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1368.587, Time=0.12 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1378.483, Time=0.09 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1368.611, Time=0.05 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1370.397, Time=0.12 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1373.476, Time=0.04 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.753 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
156.54871867843457
1878
Now the model for Store 38 and Dept 38 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2084.236, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2129.052, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2090.120, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2108.647, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2440.358, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2084.642, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2076.808, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=2103.262, Time=0.02 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=inf, Time=0.19 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=2069.827, Time=0.05 sec
ARIMA(0,0,3)(0,0,0)[0] intercept : AIC=2104.859, Time=0.04 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=2071.151, Time=0.11 sec
ARIMA(1,0,3)(0,0,0)[0] : AIC=2062.757, Time=0.10 sec
ARIMA(0,0,3)(0,0,0)[0] : AIC=2364.336, Time=0.03 sec
ARIMA(1,0,2)(0,0,0)[0] : AIC=2067.380, Time=0.07 sec
ARIMA(2,0,3)(0,0,0)[0] : AIC=2069.786, Time=0.15 sec
ARIMA(0,0,2)(0,0,0)[0] : AIC=2364.357, Time=0.02 sec
ARIMA(2,0,2)(0,0,0)[0] : AIC=inf, Time=0.08 sec
Best model: ARIMA(1,0,3)(0,0,0)[0]
Total fit time: 1.034 seconds
ARIMA(1,0,3)(0,0,0)[0]
13659.54371876617
1879
Now the model for Store 38 and Dept 4 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1590.910, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1614.568, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1593.613, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1600.976, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2133.528, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1591.544, Time=0.06 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1585.961, Time=0.07 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1597.301, Time=0.07 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1588.129, Time=0.12 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=1580.147, Time=0.08 sec
ARIMA(0,0,3)(0,0,0)[0] intercept : AIC=1599.180, Time=0.14 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=1581.946, Time=0.13 sec
ARIMA(1,0,3)(0,0,0)[0] : AIC=1579.365, Time=0.15 sec
ARIMA(0,0,3)(0,0,0)[0] : AIC=inf, Time=0.11 sec
ARIMA(1,0,2)(0,0,0)[0] : AIC=1581.464, Time=0.10 sec
ARIMA(2,0,3)(0,0,0)[0] : AIC=inf, Time=0.19 sec
ARIMA(0,0,2)(0,0,0)[0] : AIC=inf, Time=0.07 sec
ARIMA(2,0,2)(0,0,0)[0] : AIC=inf, Time=0.11 sec
Best model: ARIMA(1,0,3)(0,0,0)[0]
Total fit time: 1.570 seconds
ARIMA(1,0,3)(0,0,0)[0]
528.3062667374622
1880
Now the model for Store 38 and Dept 40 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1655.693, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1694.964, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1663.517, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1676.805, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2221.203, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1655.473, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1656.569, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1655.081, Time=0.06 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1653.906, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(3,0,0)(0,0,0)[0] intercept
Total fit time: 0.331 seconds
ARIMA(3,0,0)(0,0,0)[0] intercept
2106.708196440819
1881
Now the model for Store 38 and Dept 42 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=938.005, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=935.164, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=936.199, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=936.307, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1201.826, Time=0.01 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.141 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
26.906393023255806
1882
Now the model for Store 38 and Dept 46 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1480.607, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1513.407, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1487.449, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1499.617, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1978.520, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1477.409, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1476.046, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1476.840, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1478.815, Time=0.10 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.04 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.371 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
853.3254496756061
1883
Now the model for Store 38 and Dept 5 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1330.068, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1387.605, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1328.210, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1350.847, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1528.745, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1329.981, Time=0.04 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1330.064, Time=0.14 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1341.600, Time=0.02 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.328 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
182.983389571304
1884
Now the model for Store 38 and Dept 52 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=762.352, Time=0.09 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=762.668, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=763.091, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=763.422, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=932.039, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=764.090, Time=0.12 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=764.079, Time=0.11 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=763.988, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=763.311, Time=0.06 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=766.064, Time=0.09 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=inf, Time=0.07 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.633 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
9.280475044844408
1885
Now the model for Store 38 and Dept 59 will be created
(100, 2)
(40, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1024.230, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1056.544, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1036.757, Time=0.04 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1046.480, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1177.144, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1025.106, Time=0.10 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1025.098, Time=0.10 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1037.270, Time=0.08 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1026.636, Time=0.06 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1027.187, Time=0.13 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1025.803, Time=0.04 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.671 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
102.53155490903956
1886
Now the model for Store 38 and Dept 60 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1252.531, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1263.759, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1252.999, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1249.642, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1492.988, Time=0.00 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1251.630, Time=0.07 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1253.631, Time=0.07 sec
ARIMA(0,0,1)(0,0,0)[0] : AIC=1405.022, Time=0.03 sec
Best model: ARIMA(0,0,1)(0,0,0)[0] intercept
Total fit time: 0.294 seconds
ARIMA(0,0,1)(0,0,0)[0] intercept
92.21362557739138
1887
Now the model for Store 38 and Dept 67 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1439.223, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1456.102, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1440.624, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1436.710, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1632.605, Time=0.00 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1438.435, Time=0.09 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1440.650, Time=0.07 sec
ARIMA(0,0,1)(0,0,0)[0] : AIC=1553.821, Time=0.03 sec
Best model: ARIMA(0,0,1)(0,0,0)[0] intercept
Total fit time: 0.353 seconds
ARIMA(0,0,1)(0,0,0)[0] intercept
222.27184595583276
1888
Now the model for Store 38 and Dept 7 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1315.749, Time=0.08 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1375.067, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1316.795, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1338.568, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1522.792, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1317.463, Time=0.12 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1317.291, Time=0.11 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1329.475, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1316.776, Time=0.04 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1319.172, Time=0.11 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1321.615, Time=0.04 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.656 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
173.40060809353693
1889
Now the model for Store 38 and Dept 72 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1136.315, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1138.912, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1134.328, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1134.462, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1306.123, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1136.295, Time=0.05 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1138.295, Time=0.07 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1174.025, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.263 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
85.45658372449401
1890
Now the model for Store 38 and Dept 74 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1213.829, Time=0.10 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1255.452, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1215.790, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1232.548, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1488.409, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1214.792, Time=0.08 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1215.389, Time=0.07 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1214.825, Time=0.10 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1212.977, Time=0.05 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1214.719, Time=0.07 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1216.697, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1225.364, Time=0.03 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.627 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
105.02568791325423
1891
Now the model for Store 38 and Dept 79 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1611.777, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1608.352, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1610.102, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1610.204, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2093.683, Time=0.00 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.097 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
851.1618976744171
1892
Now the model for Store 38 and Dept 8 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1520.532, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1559.734, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1531.326, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1543.147, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2109.103, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1518.985, Time=0.08 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1522.612, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1517.008, Time=0.09 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1516.714, Time=0.06 sec
ARIMA(3,0,0)(0,0,0)[0] : AIC=inf, Time=0.05 sec
Best model: ARIMA(3,0,0)(0,0,0)[0] intercept
Total fit time: 0.434 seconds
ARIMA(3,0,0)(0,0,0)[0] intercept
1292.685860587318
1893
Now the model for Store 38 and Dept 80 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1632.843, Time=0.09 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1637.044, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1630.869, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1632.124, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2146.441, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1632.832, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1634.832, Time=0.05 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=inf, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.215 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
831.2836632575234
1894
Now the model for Store 38 and Dept 81 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1582.681, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1585.501, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1580.786, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1581.664, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2127.007, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1582.741, Time=0.04 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1584.625, Time=0.07 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=inf, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.191 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1093.652570096432
1895
Now the model for Store 38 and Dept 82 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1677.172, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1723.852, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1683.470, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1700.632, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2008.202, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1677.831, Time=0.03 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1678.082, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1690.520, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1676.315, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1677.780, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1679.768, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.04 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.393 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
745.6988846796169
1896
Now the model for Store 38 and Dept 83 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1482.511, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1478.746, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1480.619, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1480.561, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1838.815, Time=0.00 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.083 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
361.3757232558139
1897
Now the model for Store 38 and Dept 85 will be created
(100, 2)
(40, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1031.850, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1028.855, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1030.273, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1030.425, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1201.635, Time=0.00 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.088 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
40.23651000000002
1898
Now the model for Store 38 and Dept 87 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1287.572, Time=0.13 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1399.722, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1316.360, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1356.100, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1560.241, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1289.281, Time=0.16 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1288.950, Time=0.12 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1342.128, Time=0.12 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1304.500, Time=0.03 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1290.741, Time=0.18 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1288.254, Time=0.05 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.872 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
149.4345343461273
1899
Now the model for Store 38 and Dept 9 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1015.577, Time=0.08 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1041.837, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1027.882, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1033.857, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1174.775, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1017.031, Time=0.13 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1016.933, Time=0.09 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1027.594, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1021.708, Time=0.04 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1018.572, Time=0.19 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1017.470, Time=0.04 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.700 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
38.354220043094905
1900
Now the model for Store 38 and Dept 90 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1852.349, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1906.114, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1868.205, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1887.878, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2370.597, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1849.871, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1858.290, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1843.437, Time=0.07 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1851.037, Time=0.04 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=1814.044, Time=0.11 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1837.383, Time=0.14 sec
ARIMA(3,0,3)(0,0,0)[0] intercept : AIC=1812.036, Time=0.17 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=1825.488, Time=0.07 sec
ARIMA(3,0,3)(0,0,0)[0] : AIC=1826.124, Time=0.22 sec
Best model: ARIMA(3,0,3)(0,0,0)[0] intercept
Total fit time: 0.974 seconds
ARIMA(3,0,3)(0,0,0)[0] intercept
2863.8637171753644
1901
Now the model for Store 38 and Dept 91 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1887.430, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1885.908, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1885.736, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1885.349, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2308.114, Time=0.00 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1887.366, Time=0.03 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1890.968, Time=0.05 sec
ARIMA(0,0,1)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(0,0,1)(0,0,0)[0] intercept
Total fit time: 0.164 seconds
ARIMA(0,0,1)(0,0,0)[0] intercept
3208.5993139850966
1902
Now the model for Store 38 and Dept 92 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2004.218, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2007.214, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2002.932, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2003.978, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2423.589, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2004.571, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2005.881, Time=0.07 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2051.383, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.172 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
6048.934616092333
1903
Now the model for Store 38 and Dept 93 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1851.373, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1851.577, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1849.365, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1849.545, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2248.376, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1851.359, Time=0.04 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1853.368, Time=0.05 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1901.700, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.166 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
2738.215842784811
1904
Now the model for Store 38 and Dept 94 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1786.114, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1832.759, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1789.547, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1804.489, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2271.424, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1785.931, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1789.230, Time=0.02 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1777.061, Time=0.07 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1779.303, Time=0.04 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=1763.553, Time=0.08 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1784.095, Time=0.09 sec
ARIMA(3,0,3)(0,0,0)[0] intercept : AIC=1764.853, Time=0.13 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=1773.251, Time=0.22 sec
ARIMA(3,0,2)(0,0,0)[0] : AIC=1766.169, Time=0.15 sec
Best model: ARIMA(3,0,2)(0,0,0)[0] intercept
Total fit time: 0.972 seconds
ARIMA(3,0,2)(0,0,0)[0] intercept
4049.2344802028715
1905
Now the model for Store 38 and Dept 95 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1899.112, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1917.632, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1900.316, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1906.503, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2406.837, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1900.010, Time=0.06 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1898.357, Time=0.09 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1904.119, Time=0.02 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1898.162, Time=0.10 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=1866.309, Time=0.11 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1896.017, Time=0.08 sec
ARIMA(3,0,3)(0,0,0)[0] intercept : AIC=1860.519, Time=0.28 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=1887.214, Time=0.09 sec
ARIMA(3,0,3)(0,0,0)[0] : AIC=1862.579, Time=0.21 sec
Best model: ARIMA(3,0,3)(0,0,0)[0] intercept
Total fit time: 1.164 seconds
ARIMA(3,0,3)(0,0,0)[0] intercept
5497.395637114084
1906
Now the model for Store 38 and Dept 96 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1677.436, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1683.049, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1677.403, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1678.985, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2154.208, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1677.733, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1678.617, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=inf, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.152 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
2051.96722731193
1907
Now the model for Store 38 and Dept 97 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1697.623, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1693.474, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1695.476, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1695.474, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2122.133, Time=0.00 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.086 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
987.5606209302312
1908
Now the model for Store 38 and Dept 98 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1614.045, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1632.755, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1615.961, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1617.688, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1980.704, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1612.891, Time=0.11 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1617.070, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1598.875, Time=0.05 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1598.988, Time=0.03 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=1597.897, Time=0.08 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1611.851, Time=0.10 sec
ARIMA(3,0,3)(0,0,0)[0] intercept : AIC=1599.540, Time=0.10 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=1606.072, Time=0.06 sec
ARIMA(3,0,2)(0,0,0)[0] : AIC=1604.062, Time=0.09 sec
Best model: ARIMA(3,0,2)(0,0,0)[0] intercept
Total fit time: 0.744 seconds
ARIMA(3,0,2)(0,0,0)[0] intercept
584.361890947542
1909
Now the model for Store 39 and Dept 1 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2128.113, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2162.147, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2132.769, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2126.865, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2307.166, Time=0.00 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=2126.993, Time=0.02 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2128.501, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] : AIC=2237.131, Time=0.01 sec
Best model: ARIMA(0,0,1)(0,0,0)[0] intercept
Total fit time: 0.139 seconds
ARIMA(0,0,1)(0,0,0)[0] intercept
5437.8927498132425
1910
Now the model for Store 39 and Dept 10 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1795.140, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1828.211, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1797.510, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1810.031, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2196.619, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1795.915, Time=0.05 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1795.744, Time=0.04 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1804.700, Time=0.02 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1794.617, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1794.794, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1796.727, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.338 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
3731.0032219279087
1911
Now the model for Store 39 and Dept 11 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1891.877, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1972.300, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1891.210, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1933.790, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2268.025, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1891.054, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1892.258, Time=0.04 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1892.757, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1894.097, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.283 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
3237.933033818114
1912
Now the model for Store 39 and Dept 12 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1551.020, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1563.198, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1552.689, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1557.806, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1966.976, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1547.994, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1545.994, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1547.985, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1549.967, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.275 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
807.7481553136387
1913
Now the model for Store 39 and Dept 13 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1902.879, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1948.579, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1908.687, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1931.756, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2462.213, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1883.577, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1887.408, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1885.576, Time=0.11 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1885.516, Time=0.07 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1898.978, Time=0.06 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1887.237, Time=0.07 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=1886.732, Time=0.11 sec
ARIMA(2,0,1)(0,0,0)[0] : AIC=1895.925, Time=0.05 sec
Best model: ARIMA(2,0,1)(0,0,0)[0] intercept
Total fit time: 0.632 seconds
ARIMA(2,0,1)(0,0,0)[0] intercept
6603.397215402419
1914
Now the model for Store 39 and Dept 14 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2106.392, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2127.478, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2107.234, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2114.952, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2296.556, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2107.781, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2110.844, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=2110.009, Time=0.02 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2106.387, Time=0.01 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=2107.496, Time=0.02 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2108.963, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=2119.428, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.259 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
2705.221878041829
1915
Now the model for Store 39 and Dept 16 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2075.912, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2232.834, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2079.997, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2184.570, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2351.704, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2076.172, Time=0.02 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2080.715, Time=0.04 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=2167.848, Time=0.02 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2074.284, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=2076.131, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2077.861, Time=0.09 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=2074.579, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.316 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
13815.675010544563
1916
Now the model for Store 39 and Dept 17 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1820.931, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1840.723, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1822.519, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1829.823, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2163.156, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1821.604, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1824.205, Time=0.04 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1825.241, Time=0.02 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1820.176, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1821.562, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1823.151, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.291 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
1285.8858348057895
1917
Now the model for Store 39 and Dept 2 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2042.622, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2080.294, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2045.139, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2060.441, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2502.639, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2041.890, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2040.002, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=2041.856, Time=0.05 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2043.818, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.04 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.311 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
8286.532853016975
1918
Now the model for Store 39 and Dept 20 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1748.195, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1756.979, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1747.864, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1751.114, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2074.564, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1747.780, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1748.725, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1749.365, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1750.388, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1771.340, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.252 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
1519.2788451224203
1919
Now the model for Store 39 and Dept 21 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1776.273, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1798.128, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1774.217, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1778.392, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2072.229, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1776.229, Time=0.04 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1778.222, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1803.596, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.202 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
812.3428415075188
1920
Now the model for Store 39 and Dept 22 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1918.920, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1931.699, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1919.583, Time=0.05 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1923.977, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2184.677, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1919.960, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1921.549, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1922.747, Time=0.02 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1918.772, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1919.168, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1920.669, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1937.676, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.304 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
1694.826644120637
1921
Now the model for Store 39 and Dept 23 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1995.596, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2024.791, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1994.569, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2004.747, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2254.225, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1995.176, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1997.212, Time=0.03 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2019.655, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.124 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
3406.4080287857837
1922
Now the model for Store 39 and Dept 24 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1805.131, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1861.666, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1804.248, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1819.128, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2049.967, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1804.747, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1806.935, Time=0.05 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1819.503, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.170 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1481.620237428121
1923
Now the model for Store 39 and Dept 25 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1724.679, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1773.201, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1723.417, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1742.433, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2060.214, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1724.286, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1726.220, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1742.625, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.157 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1454.7904337060381
1924
Now the model for Store 39 and Dept 26 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1793.054, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1825.321, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1795.565, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1808.341, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2116.490, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1793.869, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1794.205, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1802.950, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1793.099, Time=0.02 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1795.415, Time=0.15 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1800.129, Time=0.04 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.404 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
1376.3449403913053
1925
Now the model for Store 39 and Dept 27 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1471.491, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1590.098, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1469.752, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1517.143, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1753.698, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1471.444, Time=0.04 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1473.514, Time=0.03 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1476.765, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.237 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
223.57028296717425
1926
Now the model for Store 39 and Dept 28 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1316.172, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1433.283, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1316.288, Time=0.05 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1372.993, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1596.322, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1317.471, Time=0.15 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1318.102, Time=0.06 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1343.122, Time=0.11 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1315.930, Time=0.08 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1317.731, Time=0.06 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1319.458, Time=0.17 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1321.002, Time=0.03 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.837 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
176.8702657859386
1927
Now the model for Store 39 and Dept 29 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1730.808, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1767.396, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1728.786, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1736.457, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2016.664, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1730.771, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1732.782, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1751.265, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.159 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
895.8840527453023
1928
Now the model for Store 39 and Dept 3 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2078.478, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2244.499, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2104.026, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2144.660, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2320.512, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2079.583, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2080.157, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=2147.738, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2080.960, Time=0.02 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=2080.708, Time=0.08 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=2082.314, Time=0.01 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.325 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
11850.985651028626
1929
Now the model for Store 39 and Dept 30 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1547.695, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1625.087, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1549.700, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1581.223, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1929.228, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1549.234, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1549.338, Time=0.08 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1568.942, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1548.009, Time=0.02 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1548.434, Time=0.17 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1552.632, Time=0.04 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.517 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
827.822407875431
1930
Now the model for Store 39 and Dept 31 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1750.075, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1785.249, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1749.116, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1765.078, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1877.211, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1748.738, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1748.117, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1750.049, Time=0.05 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1749.786, Time=0.04 sec
ARIMA(3,0,0)(0,0,0)[0] : AIC=1759.895, Time=0.02 sec
Best model: ARIMA(3,0,0)(0,0,0)[0] intercept
Total fit time: 0.232 seconds
ARIMA(3,0,0)(0,0,0)[0] intercept
938.002299790494
1931
Now the model for Store 39 and Dept 32 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1862.813, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1881.641, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1860.789, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1864.665, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2049.888, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1862.788, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1864.806, Time=0.03 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1886.925, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.109 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1066.3533115594878
1932
Now the model for Store 39 and Dept 33 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1805.442, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1847.328, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1803.407, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1815.528, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2065.501, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1805.392, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1807.437, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1823.516, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.167 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1290.2686711524038
1933
Now the model for Store 39 and Dept 34 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1823.737, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1881.703, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1822.017, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1848.868, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2221.237, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1823.546, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1825.483, Time=0.07 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1839.478, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.171 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
3055.86305408079
1934
Now the model for Store 39 and Dept 35 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1519.337, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1535.002, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1518.840, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1522.455, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1820.879, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1519.623, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1520.850, Time=0.06 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1551.020, Time=0.02 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.175 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
471.78569290889186
1935
Now the model for Store 39 and Dept 36 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1640.376, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1788.632, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1639.833, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1703.736, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1861.504, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1640.181, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1642.118, Time=0.09 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1641.489, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.217 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1524.1640790645774
1936
Now the model for Store 39 and Dept 38 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1974.788, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1987.476, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1979.250, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1983.982, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2409.366, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1969.734, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1968.526, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1969.642, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1971.376, Time=0.10 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.305 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
9023.020615213285
1937
Now the model for Store 39 and Dept 4 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1930.971, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1995.129, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1934.073, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1963.670, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2421.101, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1928.674, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1928.226, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1930.048, Time=0.05 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1930.507, Time=0.08 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.351 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
5267.683168365365
1938
Now the model for Store 39 and Dept 40 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1856.695, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1933.541, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1869.212, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1903.955, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2473.086, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1856.693, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1857.153, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1858.396, Time=0.07 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1853.679, Time=0.14 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1855.153, Time=0.04 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=1855.919, Time=0.14 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=inf, Time=0.22 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=1857.077, Time=0.20 sec
ARIMA(3,0,3)(0,0,0)[0] intercept : AIC=inf, Time=0.28 sec
ARIMA(2,0,2)(0,0,0)[0] : AIC=1857.194, Time=0.14 sec
Best model: ARIMA(2,0,2)(0,0,0)[0] intercept
Total fit time: 1.407 seconds
ARIMA(2,0,2)(0,0,0)[0] intercept
5710.86590993678
1939
Now the model for Store 39 and Dept 41 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1622.256, Time=0.10 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1708.711, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1630.763, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1657.816, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1784.432, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1624.251, Time=0.17 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1624.236, Time=0.16 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1646.255, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1627.563, Time=0.02 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=inf, Time=0.21 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1622.304, Time=0.06 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.839 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
1947.100877735127
1940
Now the model for Store 39 and Dept 42 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1502.946, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1542.316, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1505.869, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1519.301, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1908.208, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1503.805, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1500.401, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1514.501, Time=0.06 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1498.222, Time=0.09 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=1500.240, Time=0.10 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=1498.159, Time=0.18 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=1500.734, Time=0.11 sec
ARIMA(3,0,3)(0,0,0)[0] intercept : AIC=1498.456, Time=0.27 sec
ARIMA(2,0,3)(0,0,0)[0] : AIC=1498.554, Time=0.18 sec
Best model: ARIMA(2,0,3)(0,0,0)[0] intercept
Total fit time: 1.202 seconds
ARIMA(2,0,3)(0,0,0)[0] intercept
673.4077305899064
1941
Now the model for Store 39 and Dept 44 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1721.478, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1747.347, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1722.644, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1730.560, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1977.544, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1722.731, Time=0.03 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1724.777, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1727.197, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1722.220, Time=0.02 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1722.034, Time=0.06 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1724.042, Time=0.05 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.342 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
617.2358697700053
1942
Now the model for Store 39 and Dept 46 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1955.662, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2004.954, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1955.019, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1975.463, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2369.055, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1955.250, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1957.196, Time=0.05 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=inf, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.155 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
4682.477109392246
1943
Now the model for Store 39 and Dept 49 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1765.700, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1770.285, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1764.537, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1765.973, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2064.064, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1765.415, Time=0.05 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1767.117, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1807.157, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.173 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
2202.7617261406876
1944
Now the model for Store 39 and Dept 5 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2223.196, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2246.012, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2224.062, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2233.449, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2355.590, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2224.201, Time=0.03 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2225.979, Time=0.02 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=2228.130, Time=0.02 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2222.337, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=2224.093, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2226.028, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=2234.236, Time=0.01 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.237 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
6910.029728054651
1945
Now the model for Store 39 and Dept 52 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1541.538, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1575.038, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1549.385, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1559.885, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1808.394, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1540.143, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1541.374, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1539.516, Time=0.05 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1537.892, Time=0.04 sec
ARIMA(3,0,0)(0,0,0)[0] : AIC=inf, Time=0.05 sec
Best model: ARIMA(3,0,0)(0,0,0)[0] intercept
Total fit time: 0.292 seconds
ARIMA(3,0,0)(0,0,0)[0] intercept
432.38372254717075
1946
Now the model for Store 39 and Dept 55 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2109.499, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2140.307, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2110.862, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2123.966, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2230.465, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2110.730, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2112.858, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=2115.501, Time=0.02 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2108.866, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=2110.736, Time=0.02 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2112.616, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=2117.691, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.256 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
5826.683046872727
1947
Now the model for Store 39 and Dept 56 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1765.458, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1938.180, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1763.520, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1860.272, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2007.948, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1765.422, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1765.775, Time=0.09 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1763.891, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.245 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
2601.9435641136247
1948
Now the model for Store 39 and Dept 58 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1701.899, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1705.624, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1700.081, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1701.585, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1835.658, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1701.663, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1703.685, Time=0.03 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1733.625, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.136 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1948.1816879183164
1949
Now the model for Store 39 and Dept 59 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1615.675, Time=0.09 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1718.847, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1629.418, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1645.378, Time=0.08 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1757.799, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1617.353, Time=0.03 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1616.508, Time=0.13 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1620.558, Time=0.11 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1616.315, Time=0.02 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1618.852, Time=0.10 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1620.869, Time=0.01 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.604 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
652.0887790903197
1950
Now the model for Store 39 and Dept 6 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1987.078, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1983.417, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1985.152, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1985.249, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2067.576, Time=0.00 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.060 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
2367.016386046513
1951
Now the model for Store 39 and Dept 67 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1943.900, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1983.954, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1950.327, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1941.836, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2170.991, Time=0.00 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1942.034, Time=0.02 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1943.804, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(0,0,1)(0,0,0)[0] intercept
Total fit time: 0.177 seconds
ARIMA(0,0,1)(0,0,0)[0] intercept
2943.8134536962903
1952
Now the model for Store 39 and Dept 7 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2347.295, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2380.898, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2346.222, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2358.566, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2467.593, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2347.082, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2349.073, Time=0.03 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2360.831, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.136 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
8916.210222218542
1953
Now the model for Store 39 and Dept 71 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1771.453, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1788.103, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1772.817, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1777.550, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2040.002, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1772.686, Time=0.03 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1773.937, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1777.015, Time=0.02 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1772.058, Time=0.04 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1771.150, Time=0.18 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=1767.617, Time=0.17 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1772.629, Time=0.05 sec
ARIMA(3,0,3)(0,0,0)[0] intercept : AIC=1769.501, Time=0.13 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=1767.628, Time=0.09 sec
ARIMA(3,0,2)(0,0,0)[0] : AIC=1771.274, Time=0.24 sec
Best model: ARIMA(3,0,2)(0,0,0)[0] intercept
Total fit time: 1.117 seconds
ARIMA(3,0,2)(0,0,0)[0] intercept
1325.054592347097
1954
Now the model for Store 39 and Dept 72 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2436.704, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2433.914, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2435.026, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2435.261, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2526.214, Time=0.00 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.055 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
9062.915348837218
1955
Now the model for Store 39 and Dept 74 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1950.048, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1959.821, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1948.215, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1951.316, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2281.629, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1949.908, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1951.937, Time=0.03 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1982.892, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.133 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
2907.994686183727
1956
Now the model for Store 39 and Dept 79 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1900.459, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1931.050, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1908.622, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1918.936, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2394.167, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1897.229, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1897.754, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1898.002, Time=0.09 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1887.641, Time=0.11 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1893.388, Time=0.05 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=inf, Time=0.27 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=1890.449, Time=0.20 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=1890.814, Time=0.07 sec
ARIMA(3,0,3)(0,0,0)[0] intercept : AIC=1889.920, Time=0.25 sec
ARIMA(2,0,2)(0,0,0)[0] : AIC=1890.566, Time=0.16 sec
Best model: ARIMA(2,0,2)(0,0,0)[0] intercept
Total fit time: 1.393 seconds
ARIMA(2,0,2)(0,0,0)[0] intercept
4544.785100965585
1957
Now the model for Store 39 and Dept 8 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1901.075, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1907.618, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1899.872, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1902.504, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2380.429, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1899.673, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1901.682, Time=0.04 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1901.688, Time=0.05 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1903.684, Time=0.14 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.04 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.393 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
3244.5184812575326
1958
Now the model for Store 39 and Dept 80 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1627.807, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1632.836, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1626.804, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1628.536, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2157.865, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1627.050, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1628.946, Time=0.10 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=inf, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.267 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1304.4851638637049
1959
Now the model for Store 39 and Dept 81 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1706.465, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1718.357, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1706.698, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1711.802, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2254.687, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1703.652, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1701.802, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1703.891, Time=0.14 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1705.650, Time=0.13 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.05 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.527 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
1456.6116896676888
1960
Now the model for Store 39 and Dept 82 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2132.837, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2183.004, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2130.789, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2144.883, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2315.635, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2132.791, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2134.830, Time=0.03 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2144.274, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.123 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
3195.6794671303915
1961
Now the model for Store 39 and Dept 83 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1597.050, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1625.672, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1596.401, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1605.188, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2013.237, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1597.101, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1598.784, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=inf, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.193 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
561.6343767149812
1962
Now the model for Store 39 and Dept 85 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1614.870, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1664.245, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1613.257, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1621.940, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1809.258, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1614.662, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1616.906, Time=0.06 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1628.487, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.192 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
487.3387595262684
1963
Now the model for Store 39 and Dept 87 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1700.193, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1736.392, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1704.734, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1715.485, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2036.758, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1701.621, Time=0.03 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1699.703, Time=0.04 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1710.405, Time=0.06 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1699.177, Time=0.19 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=1700.955, Time=0.17 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=1700.749, Time=0.22 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=1700.683, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1701.368, Time=0.05 sec
ARIMA(3,0,3)(0,0,0)[0] intercept : AIC=inf, Time=0.20 sec
ARIMA(2,0,2)(0,0,0)[0] : AIC=1700.912, Time=0.11 sec
Best model: ARIMA(2,0,2)(0,0,0)[0] intercept
Total fit time: 1.215 seconds
ARIMA(2,0,2)(0,0,0)[0] intercept
1771.42236463287
1964
Now the model for Store 39 and Dept 9 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1962.772, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1980.891, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1961.979, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1968.481, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2258.359, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1961.756, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1963.467, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1963.695, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1965.420, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1978.083, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.228 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
4525.342910244843
1965
Now the model for Store 39 and Dept 90 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2050.839, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2109.609, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2065.284, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2088.814, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2535.763, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2049.236, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2053.079, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2049.074, Time=0.06 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=2050.810, Time=0.03 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=2042.502, Time=0.10 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=2040.664, Time=0.08 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2053.614, Time=0.04 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=2041.693, Time=0.12 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=2052.137, Time=0.05 sec
ARIMA(3,0,3)(0,0,0)[0] intercept : AIC=inf, Time=0.24 sec
ARIMA(2,0,2)(0,0,0)[0] : AIC=2042.382, Time=0.09 sec
Best model: ARIMA(2,0,2)(0,0,0)[0] intercept
Total fit time: 0.960 seconds
ARIMA(2,0,2)(0,0,0)[0] intercept
4719.907268450417
1966
Now the model for Store 39 and Dept 91 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1921.951, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1922.335, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1922.397, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1923.437, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2483.754, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1901.723, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1899.901, Time=0.01 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1901.718, Time=0.05 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1903.681, Time=0.10 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.01 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.293 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
4227.255976271195
1967
Now the model for Store 39 and Dept 92 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2172.512, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2214.447, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2183.135, Time=0.06 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2198.942, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2600.769, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2171.106, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2173.902, Time=0.02 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2171.191, Time=0.06 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=2165.561, Time=0.08 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2177.166, Time=0.04 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=2167.369, Time=0.10 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=2165.250, Time=0.20 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=2169.351, Time=0.08 sec
ARIMA(3,0,3)(0,0,0)[0] intercept : AIC=inf, Time=0.28 sec
ARIMA(2,0,3)(0,0,0)[0] : AIC=2167.986, Time=0.15 sec
Best model: ARIMA(2,0,3)(0,0,0)[0] intercept
Total fit time: 1.162 seconds
ARIMA(2,0,3)(0,0,0)[0] intercept
8220.045539801078
1968
Now the model for Store 39 and Dept 93 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1954.113, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1953.689, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1953.259, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1954.107, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2397.886, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1948.821, Time=0.04 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1950.826, Time=0.05 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1950.826, Time=0.05 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1952.826, Time=0.09 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.351 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
4273.886305870083
1969
Now the model for Store 39 and Dept 94 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1967.205, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2015.390, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1978.213, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1998.781, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2480.176, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1963.737, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1963.796, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1964.841, Time=0.08 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1960.459, Time=0.10 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1966.339, Time=0.06 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=1962.468, Time=0.16 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=1962.652, Time=0.10 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=1965.914, Time=0.06 sec
ARIMA(3,0,3)(0,0,0)[0] intercept : AIC=1961.324, Time=0.15 sec
ARIMA(2,0,2)(0,0,0)[0] : AIC=1966.437, Time=0.10 sec
Best model: ARIMA(2,0,2)(0,0,0)[0] intercept
Total fit time: 0.948 seconds
ARIMA(2,0,2)(0,0,0)[0] intercept
7238.181616229234
1970
Now the model for Store 39 and Dept 95 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2048.188, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2102.860, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2051.733, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2078.541, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2588.175, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2047.591, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2045.535, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=2047.490, Time=0.06 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2049.468, Time=0.09 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.315 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
12520.582483214957
1971
Now the model for Store 39 and Dept 96 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1990.802, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2000.780, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1988.789, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1990.078, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2326.223, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1990.773, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1992.792, Time=0.05 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2024.666, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.165 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
2597.7022079018093
1972
Now the model for Store 39 and Dept 97 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1783.384, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1801.650, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1786.828, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1794.392, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2299.016, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1777.240, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1775.219, Time=0.05 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1777.166, Time=0.06 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1779.133, Time=0.09 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.371 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
1814.0314463347727
1973
Now the model for Store 39 and Dept 98 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1784.392, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1804.395, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1782.357, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1784.295, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2123.968, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1784.450, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1786.320, Time=0.08 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1814.227, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.187 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
943.8522154939304
1974
Now the model for Store 4 and Dept 1 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2187.123, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2224.339, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2192.050, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2185.723, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2408.326, Time=0.00 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=2185.782, Time=0.02 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2187.163, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] : AIC=2335.007, Time=0.02 sec
Best model: ARIMA(0,0,1)(0,0,0)[0] intercept
Total fit time: 0.129 seconds
ARIMA(0,0,1)(0,0,0)[0] intercept
8474.198056789763
1975
Now the model for Store 4 and Dept 10 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1951.388, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1977.905, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1955.304, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1965.730, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2385.359, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1950.808, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1949.689, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1950.166, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1952.071, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.271 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
5461.558760132185
1976
Now the model for Store 4 and Dept 11 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2030.920, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2083.830, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2031.916, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2057.313, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2338.730, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2031.734, Time=0.03 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2030.320, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=2048.843, Time=0.02 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=2031.623, Time=0.06 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=2030.049, Time=0.04 sec
ARIMA(0,0,3)(0,0,0)[0] intercept : AIC=2033.855, Time=0.03 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=2032.027, Time=0.07 sec
ARIMA(1,0,3)(0,0,0)[0] : AIC=2045.056, Time=0.04 sec
Best model: ARIMA(1,0,3)(0,0,0)[0] intercept
Total fit time: 0.390 seconds
ARIMA(1,0,3)(0,0,0)[0] intercept
4653.294392830234
1977
Now the model for Store 4 and Dept 12 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1673.882, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1742.153, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1676.105, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1707.180, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2090.635, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1675.461, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1675.517, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1689.182, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1673.488, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1675.462, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1677.459, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.372 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
866.6496719269445
1978
Now the model for Store 4 and Dept 13 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1946.870, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1958.740, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1950.886, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1956.386, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2511.561, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1916.542, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1915.437, Time=0.04 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1916.521, Time=0.05 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1918.461, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.308 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
5617.130751638042
1979
Now the model for Store 4 and Dept 14 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2141.684, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2170.229, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2143.226, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2153.384, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2357.008, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2143.244, Time=0.03 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2146.539, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=2147.183, Time=0.02 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2142.451, Time=0.02 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=2142.126, Time=0.06 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=2143.219, Time=0.03 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.276 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
3570.202419823245
1980
Now the model for Store 4 and Dept 16 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1952.722, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2200.439, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1950.763, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=inf, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2311.037, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1952.675, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1953.702, Time=0.21 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1950.299, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1952.146, Time=0.02 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1952.212, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] : AIC=inf, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] : AIC=1953.132, Time=0.05 sec
Best model: ARIMA(1,0,0)(0,0,0)[0]
Total fit time: 0.455 seconds
ARIMA(1,0,0)(0,0,0)[0]
20478.442081299145
1981
Now the model for Store 4 and Dept 17 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1856.856, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1881.120, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1856.350, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1865.156, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2225.970, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1856.327, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1857.945, Time=0.04 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1858.248, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1859.941, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.254 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
1529.5927318126119
1982
Now the model for Store 4 and Dept 19 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1555.807, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1605.149, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1555.451, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1571.391, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1907.232, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1556.144, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1557.414, Time=0.07 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1572.793, Time=0.02 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.225 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
778.1845547581637
1983
Now the model for Store 4 and Dept 2 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2064.099, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2087.102, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2070.712, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2079.906, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2570.853, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2053.141, Time=0.03 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2051.560, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=2053.253, Time=0.05 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2055.123, Time=0.09 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.04 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.311 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
7998.020941198236
1984
Now the model for Store 4 and Dept 20 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1717.497, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1718.490, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1716.008, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1716.822, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2099.947, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1717.500, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1719.187, Time=0.05 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1767.372, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.167 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1134.1470594305235
1985
Now the model for Store 4 and Dept 21 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1723.567, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1740.774, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1722.144, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1725.659, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2113.813, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1723.811, Time=0.04 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1725.311, Time=0.05 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1755.212, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.217 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1226.7614702736505
1986
Now the model for Store 4 and Dept 22 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1947.990, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1980.925, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1954.065, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1965.120, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2239.212, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1947.867, Time=0.03 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1947.884, Time=0.02 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1948.655, Time=0.05 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1945.690, Time=0.08 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1948.930, Time=0.03 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=1947.622, Time=0.11 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=1947.773, Time=0.07 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=1949.339, Time=0.04 sec
ARIMA(3,0,3)(0,0,0)[0] intercept : AIC=inf, Time=0.18 sec
ARIMA(2,0,2)(0,0,0)[0] : AIC=1949.890, Time=0.09 sec
Best model: ARIMA(2,0,2)(0,0,0)[0] intercept
Total fit time: 0.806 seconds
ARIMA(2,0,2)(0,0,0)[0] intercept
2399.883453940677
1987
Now the model for Store 4 and Dept 23 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2159.811, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2195.941, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2163.444, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2177.140, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2442.731, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2160.564, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2161.374, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=2168.553, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2159.672, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=2160.364, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2161.962, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=2170.211, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.330 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
6293.815734637236
1988
Now the model for Store 4 and Dept 24 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1955.481, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1987.113, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1953.563, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1962.838, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2165.385, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1955.368, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1957.421, Time=0.03 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1975.565, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.130 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
2409.833778116331
1989
Now the model for Store 4 and Dept 25 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1857.992, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1870.484, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1856.197, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1860.110, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2219.460, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1857.832, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1859.849, Time=0.03 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1893.829, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.124 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1879.1326370867796
1990
Now the model for Store 4 and Dept 26 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1949.149, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1977.907, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1949.735, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1959.293, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2257.555, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1950.579, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1951.386, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1956.919, Time=0.03 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1949.226, Time=0.03 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1950.175, Time=0.14 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1953.282, Time=0.06 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.422 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
2984.399492165737
1991
Now the model for Store 4 and Dept 27 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1628.975, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1707.784, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1629.525, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1662.530, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1880.261, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1630.729, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1630.815, Time=0.06 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1642.997, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1628.751, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1630.744, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1632.725, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1635.478, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.389 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
685.8504346829876
1992
Now the model for Store 4 and Dept 28 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1326.473, Time=0.08 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1423.889, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1333.516, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1376.863, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1670.443, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1327.852, Time=0.12 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1327.493, Time=0.12 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1359.161, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1326.563, Time=0.02 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1329.684, Time=0.05 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1331.615, Time=0.04 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.578 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
266.13205234179424
1993
Now the model for Store 4 and Dept 29 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1891.928, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1924.132, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1890.889, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1901.855, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2128.243, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1891.856, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1893.800, Time=0.03 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1914.122, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.118 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
947.4349254279145
1994
Now the model for Store 4 and Dept 3 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2068.170, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2199.671, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2076.972, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2119.157, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2295.261, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2067.632, Time=0.03 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2065.615, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=2067.590, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2069.616, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=2074.416, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.261 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
10597.753767866421
1995
Now the model for Store 4 and Dept 30 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1634.912, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1686.488, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1634.095, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1652.434, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2080.405, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1635.258, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1636.524, Time=0.06 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=inf, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.180 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
992.0428549460038
1996
Now the model for Store 4 and Dept 31 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1784.551, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1861.038, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1782.518, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1808.610, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1976.451, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1784.491, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1786.540, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1791.536, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.155 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1751.467357449951
1997
Now the model for Store 4 and Dept 32 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2085.342, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2100.029, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2083.338, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2086.549, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2226.754, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2085.334, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2087.337, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2109.438, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.138 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
3648.2876092064475
1998
Now the model for Store 4 and Dept 33 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1960.097, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1984.195, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1958.311, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1966.974, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2184.736, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1959.829, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1961.824, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1984.515, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.124 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
2507.0904460601896
1999
Now the model for Store 4 and Dept 34 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1948.210, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1970.117, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1948.718, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1955.849, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2306.372, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1949.448, Time=0.03 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1950.634, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1952.934, Time=0.02 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1947.730, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1949.205, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1951.088, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.285 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
4762.924748985609
2000
Now the model for Store 4 and Dept 35 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1625.519, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1630.877, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1623.548, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1625.400, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1964.983, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1625.291, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1627.223, Time=0.05 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1666.693, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.154 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
664.789360242577
2001
Now the model for Store 4 and Dept 36 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1725.299, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1828.718, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1723.464, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1768.285, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1918.740, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1725.225, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1727.358, Time=0.08 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1728.274, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.196 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
2024.550468687952
2002
Now the model for Store 4 and Dept 37 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1533.708, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1564.601, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1533.289, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1546.423, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1929.230, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1530.855, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1532.764, Time=0.09 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1532.706, Time=0.09 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1534.672, Time=0.14 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.04 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.514 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
595.9914266986175
2003
Now the model for Store 4 and Dept 38 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2070.849, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2067.841, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2068.972, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2068.780, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2544.565, Time=0.00 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.071 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
6654.543641860467
2004
Now the model for Store 4 and Dept 4 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1957.007, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1963.366, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1959.022, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1961.676, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2471.388, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1951.994, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1950.465, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1952.218, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1953.853, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.04 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.302 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
3313.198430562874
2005
Now the model for Store 4 and Dept 40 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1949.356, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1995.445, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1960.033, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1980.476, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2537.118, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1936.450, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1934.612, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1936.358, Time=0.05 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1938.330, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.299 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
4992.094305663852
2006
Now the model for Store 4 and Dept 41 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1539.467, Time=0.09 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1622.727, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1543.760, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1576.196, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1704.582, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1540.997, Time=0.13 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1540.504, Time=0.13 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1565.994, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1542.347, Time=0.02 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1542.054, Time=0.11 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1541.457, Time=0.04 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.662 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
721.9244723994318
2007
Now the model for Store 4 and Dept 42 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1655.597, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1675.815, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1658.870, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1665.113, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2110.871, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1655.694, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1655.735, Time=0.07 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1662.511, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1655.185, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1654.011, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1655.932, Time=0.06 sec
ARIMA(3,0,0)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(3,0,0)(0,0,0)[0] intercept
Total fit time: 0.402 seconds
ARIMA(3,0,0)(0,0,0)[0] intercept
1446.4360672042906
2008
Now the model for Store 4 and Dept 44 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1688.953, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1733.265, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1689.680, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1708.492, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2015.234, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1686.165, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1686.490, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1688.161, Time=0.08 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1687.324, Time=0.07 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1689.772, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1687.230, Time=0.04 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=1688.075, Time=0.11 sec
ARIMA(2,0,1)(0,0,0)[0] : AIC=1695.452, Time=0.09 sec
Best model: ARIMA(2,0,1)(0,0,0)[0] intercept
Total fit time: 0.589 seconds
ARIMA(2,0,1)(0,0,0)[0] intercept
784.3753793457903
2009
Now the model for Store 4 and Dept 46 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2085.184, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2114.168, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2083.232, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2089.699, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2403.959, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2085.111, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2087.159, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2109.971, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.137 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
4028.52715318059
2010
Now the model for Store 4 and Dept 49 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1750.619, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1747.894, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1748.650, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1748.631, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2058.224, Time=0.00 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.077 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
1057.0755674418606
2011
Now the model for Store 4 and Dept 5 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2271.639, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2308.531, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2272.662, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2288.498, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2464.310, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2273.111, Time=0.03 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2274.419, Time=0.02 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=2280.705, Time=0.02 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2271.470, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=2272.822, Time=0.02 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2274.690, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=2283.010, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.239 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
11961.699486328927
2012
Now the model for Store 4 and Dept 52 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1704.272, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1709.479, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1704.801, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1707.144, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1947.891, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1703.119, Time=0.03 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1701.515, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1703.008, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1704.779, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1720.931, Time=0.01 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.231 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
804.1606669288217
2013
Now the model for Store 4 and Dept 54 will be created
(100, 2)
(40, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1202.858, Time=0.10 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1266.107, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1217.698, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1239.882, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1358.718, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1204.576, Time=0.18 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1204.671, Time=0.14 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1229.143, Time=0.09 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1207.885, Time=0.09 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=inf, Time=0.18 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1203.046, Time=0.03 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.900 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
105.71193687916806
2014
Now the model for Store 4 and Dept 55 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2089.931, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2138.114, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2089.778, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2110.846, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2292.139, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2089.971, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2091.807, Time=0.03 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2106.420, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.124 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
5868.32116182959
2015
Now the model for Store 4 and Dept 56 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1826.170, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2042.315, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1824.164, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1956.060, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2098.231, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1826.093, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1826.778, Time=0.05 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1823.591, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1825.574, Time=0.02 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1825.610, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] : AIC=2000.665, Time=0.04 sec
ARIMA(2,0,1)(0,0,0)[0] : AIC=1825.694, Time=0.07 sec
Best model: ARIMA(1,0,0)(0,0,0)[0]
Total fit time: 0.340 seconds
ARIMA(1,0,0)(0,0,0)[0]
6691.463519437734
2016
Now the model for Store 4 and Dept 58 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1847.517, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1849.148, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1846.011, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1846.018, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2066.563, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1846.665, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1849.022, Time=0.05 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1888.851, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.158 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
3307.3199594241883
2017
Now the model for Store 4 and Dept 59 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1916.755, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1992.291, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1929.008, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1930.594, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2005.876, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1918.140, Time=0.07 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1918.748, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1918.771, Time=0.02 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1919.139, Time=0.02 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1920.297, Time=0.05 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1918.394, Time=0.01 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.282 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
902.3648923392965
2018
Now the model for Store 4 and Dept 6 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2037.654, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2048.194, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2035.605, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2035.563, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2149.545, Time=0.00 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=2037.123, Time=0.03 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2038.565, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] : AIC=2104.584, Time=0.01 sec
Best model: ARIMA(0,0,1)(0,0,0)[0] intercept
Total fit time: 0.140 seconds
ARIMA(0,0,1)(0,0,0)[0] intercept
2134.7958281734664
2019
Now the model for Store 4 and Dept 60 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1232.831, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1229.023, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1230.726, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1230.739, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1503.961, Time=0.01 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.116 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
77.70020930232565
2020
Now the model for Store 4 and Dept 67 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1947.533, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1984.049, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1952.281, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1944.805, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2183.376, Time=0.00 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1944.883, Time=0.02 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1946.934, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] : AIC=2080.093, Time=0.06 sec
Best model: ARIMA(0,0,1)(0,0,0)[0] intercept
Total fit time: 0.183 seconds
ARIMA(0,0,1)(0,0,0)[0] intercept
2782.001753230746
2021
Now the model for Store 4 and Dept 7 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2402.159, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2436.524, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2400.129, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2410.025, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2518.347, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2402.120, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2404.120, Time=0.03 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2413.873, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.120 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
11035.30827291725
2022
Now the model for Store 4 and Dept 71 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1785.276, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1799.813, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1783.647, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1787.656, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2078.086, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1785.146, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1787.098, Time=0.05 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1818.129, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.193 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1137.538759809493
2023
Now the model for Store 4 and Dept 72 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2455.979, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2471.936, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2458.272, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2463.348, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2620.515, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2456.691, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2458.143, Time=0.04 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=2463.331, Time=0.02 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2457.135, Time=0.02 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=2456.708, Time=0.08 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=2456.952, Time=0.03 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.304 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
18134.503322236167
2024
Now the model for Store 4 and Dept 74 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1899.141, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1920.817, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1897.296, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1902.878, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2274.536, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1899.141, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1901.117, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1926.638, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.155 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1989.1835604448208
2025
Now the model for Store 4 and Dept 79 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1918.697, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1918.898, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1917.690, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1919.111, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2454.771, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1900.532, Time=0.08 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1902.503, Time=0.07 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1902.270, Time=0.11 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1903.699, Time=0.10 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.507 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
4419.533953039216
2026
Now the model for Store 4 and Dept 8 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1932.062, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1937.720, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1933.696, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1936.230, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2497.030, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1924.450, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1922.777, Time=0.04 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1924.182, Time=0.05 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1926.166, Time=0.08 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.312 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
2594.1102189779094
2027
Now the model for Store 4 and Dept 80 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1810.904, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1870.510, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1814.536, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1842.812, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2254.759, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1812.325, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1809.186, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1820.324, Time=0.07 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1808.879, Time=0.19 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=1809.471, Time=0.14 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=1807.287, Time=0.10 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=1808.513, Time=0.07 sec
ARIMA(3,0,3)(0,0,0)[0] intercept : AIC=1804.314, Time=0.25 sec
ARIMA(3,0,3)(0,0,0)[0] : AIC=inf, Time=0.18 sec
Best model: ARIMA(3,0,3)(0,0,0)[0] intercept
Total fit time: 1.160 seconds
ARIMA(3,0,3)(0,0,0)[0] intercept
1021.7332814602634
2028
Now the model for Store 4 and Dept 81 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1787.096, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1790.670, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1787.534, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1789.638, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2349.002, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1782.445, Time=0.08 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1780.492, Time=0.04 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1782.468, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1784.439, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.321 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
3073.6189764554856
2029
Now the model for Store 4 and Dept 82 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2144.023, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2182.559, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2143.327, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2156.000, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2355.404, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2143.615, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2145.654, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2162.804, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.121 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
3893.1162408185123
2030
Now the model for Store 4 and Dept 83 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1713.240, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1729.002, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1714.049, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1720.396, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2103.089, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1712.854, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1710.804, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1712.741, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1714.702, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.265 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
1504.2948036860441
2031
Now the model for Store 4 and Dept 85 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1574.278, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1621.702, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1572.356, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1588.747, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1882.700, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1574.232, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1576.271, Time=0.03 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1592.514, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.153 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
513.8686002958875
2032
Now the model for Store 4 and Dept 87 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1765.541, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1786.536, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1765.872, Time=0.04 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1773.666, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2185.136, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1764.643, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1763.232, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1763.627, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1764.783, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.309 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
3430.107041702855
2033
Now the model for Store 4 and Dept 9 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2066.955, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2087.286, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2065.608, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2072.280, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2371.392, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2066.429, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2068.407, Time=0.03 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2095.553, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.167 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
8009.99348971412
2034
Now the model for Store 4 and Dept 90 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2078.630, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2120.982, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2093.430, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2109.077, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2562.325, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2068.472, Time=0.03 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2073.155, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2068.911, Time=0.06 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=2058.531, Time=0.11 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2072.390, Time=0.04 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=2060.315, Time=0.14 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=2058.383, Time=0.15 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=2067.868, Time=0.09 sec
ARIMA(3,0,3)(0,0,0)[0] intercept : AIC=2055.846, Time=0.21 sec
ARIMA(3,0,3)(0,0,0)[0] : AIC=2056.300, Time=0.22 sec
Best model: ARIMA(3,0,3)(0,0,0)[0] intercept
Total fit time: 1.142 seconds
ARIMA(3,0,3)(0,0,0)[0] intercept
4582.676431922724
2035
Now the model for Store 4 and Dept 91 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2007.541, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2006.999, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2005.397, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2006.015, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2503.407, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2007.481, Time=0.04 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2009.461, Time=0.07 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=inf, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.178 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
5238.15724575832
2036
Now the model for Store 4 and Dept 92 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2244.940, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2270.086, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2250.128, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2259.472, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2676.953, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2244.341, Time=0.03 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2245.075, Time=0.02 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2243.918, Time=0.07 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=2244.979, Time=0.03 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=2227.497, Time=0.12 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=2239.630, Time=0.07 sec
ARIMA(3,0,3)(0,0,0)[0] intercept : AIC=2225.037, Time=0.20 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=2232.234, Time=0.15 sec
ARIMA(3,0,3)(0,0,0)[0] : AIC=2229.080, Time=0.22 sec
Best model: ARIMA(3,0,3)(0,0,0)[0] intercept
Total fit time: 0.972 seconds
ARIMA(3,0,3)(0,0,0)[0] intercept
10893.791115939013
2037
Now the model for Store 4 and Dept 93 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2074.363, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2096.158, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2074.514, Time=0.05 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2082.766, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2504.244, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2075.786, Time=0.05 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2076.519, Time=0.05 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=2075.487, Time=0.03 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2074.347, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=2075.236, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2076.200, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.388 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
9065.644383846438
2038
Now the model for Store 4 and Dept 94 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2020.142, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2056.144, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2027.117, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2041.494, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2504.164, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2019.965, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2020.907, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2019.600, Time=0.07 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=2019.307, Time=0.04 sec
ARIMA(3,0,0)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(3,0,0)(0,0,0)[0] intercept
Total fit time: 0.290 seconds
ARIMA(3,0,0)(0,0,0)[0] intercept
10558.39698022691
2039
Now the model for Store 4 and Dept 95 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2119.012, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2193.672, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2126.860, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2165.526, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2659.398, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2119.881, Time=0.05 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2121.237, Time=0.04 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=2144.663, Time=0.03 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2119.694, Time=0.05 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=2118.496, Time=0.09 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=2116.848, Time=0.15 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2120.886, Time=0.07 sec
ARIMA(3,0,3)(0,0,0)[0] intercept : AIC=2107.382, Time=0.14 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=2116.848, Time=0.11 sec
ARIMA(3,0,3)(0,0,0)[0] : AIC=2112.398, Time=0.18 sec
Best model: ARIMA(3,0,3)(0,0,0)[0] intercept
Total fit time: 0.974 seconds
ARIMA(3,0,3)(0,0,0)[0] intercept
22589.7385417508
2040
Now the model for Store 4 and Dept 96 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2020.101, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2049.238, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2019.200, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2028.082, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2388.568, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2020.471, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2021.825, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2045.647, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.164 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
6883.999780296921
2041
Now the model for Store 4 and Dept 97 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1889.975, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1895.552, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1889.505, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1891.990, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2398.248, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1888.941, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1890.731, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1890.753, Time=0.07 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1892.415, Time=0.08 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.297 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
3034.108389787005
2042
Now the model for Store 4 and Dept 98 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1922.149, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1930.635, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1919.883, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1919.131, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2215.259, Time=0.00 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1920.834, Time=0.02 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1922.505, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] : AIC=2118.809, Time=0.03 sec
Best model: ARIMA(0,0,1)(0,0,0)[0] intercept
Total fit time: 0.183 seconds
ARIMA(0,0,1)(0,0,0)[0] intercept
1383.1868551944985
2043
Now the model for Store 40 and Dept 1 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2036.396, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2065.403, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2037.085, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2038.157, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2272.630, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2036.978, Time=0.08 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2037.862, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=2035.747, Time=0.02 sec
ARIMA(0,0,3)(0,0,0)[0] intercept : AIC=2037.604, Time=0.03 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=2039.073, Time=0.04 sec
ARIMA(0,0,2)(0,0,0)[0] : AIC=2191.617, Time=0.02 sec
Best model: ARIMA(0,0,2)(0,0,0)[0] intercept
Total fit time: 0.282 seconds
ARIMA(0,0,2)(0,0,0)[0] intercept
4358.078736354672
2044
Now the model for Store 40 and Dept 10 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1918.479, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1986.050, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1917.774, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1949.535, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2267.651, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1918.542, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1920.089, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1932.670, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.146 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
2892.0547274543264
2045
Now the model for Store 40 and Dept 11 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1979.100, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1979.700, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1977.213, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1978.233, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2190.515, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1978.424, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1980.430, Time=0.03 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2023.143, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.124 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
3240.486437136235
2046
Now the model for Store 40 and Dept 12 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1577.490, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1706.915, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1591.605, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1650.267, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1965.747, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1578.481, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1577.267, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1632.462, Time=0.07 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1559.981, Time=0.20 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=1563.222, Time=0.24 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=1562.685, Time=0.19 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=1568.207, Time=0.10 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1577.363, Time=0.05 sec
ARIMA(3,0,3)(0,0,0)[0] intercept : AIC=inf, Time=0.26 sec
ARIMA(2,0,2)(0,0,0)[0] : AIC=1565.101, Time=0.11 sec
Best model: ARIMA(2,0,2)(0,0,0)[0] intercept
Total fit time: 1.393 seconds
ARIMA(2,0,2)(0,0,0)[0] intercept
1249.9810114673912
2047
Now the model for Store 40 and Dept 13 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1763.934, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1800.041, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1774.045, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1788.083, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2282.735, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1762.851, Time=0.08 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1764.455, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1763.462, Time=0.06 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1760.451, Time=0.09 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1762.847, Time=0.05 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=1750.588, Time=0.12 sec
ARIMA(3,0,3)(0,0,0)[0] intercept : AIC=inf, Time=0.26 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=1752.009, Time=0.10 sec
ARIMA(3,0,2)(0,0,0)[0] : AIC=1755.740, Time=0.10 sec
Best model: ARIMA(3,0,2)(0,0,0)[0] intercept
Total fit time: 0.967 seconds
ARIMA(3,0,2)(0,0,0)[0] intercept
1520.491417309832
2048
Now the model for Store 40 and Dept 14 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2014.186, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2040.299, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2014.311, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2024.404, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2201.345, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2015.609, Time=0.03 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2017.424, Time=0.02 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=2018.502, Time=0.02 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2013.727, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=2015.492, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2017.423, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=2026.517, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.250 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
2616.634583297082
2049
Now the model for Store 40 and Dept 16 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1955.083, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2156.470, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1954.439, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2062.046, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2235.215, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1955.659, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1955.685, Time=0.05 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1954.535, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.178 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
8536.814501676561
2050
Now the model for Store 40 and Dept 17 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1823.168, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1855.557, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1822.825, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1832.818, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2091.647, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1823.036, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1824.923, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1847.392, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.171 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1315.2151212626343
2051
Now the model for Store 40 and Dept 2 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1962.189, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1964.921, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1960.642, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1962.462, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2327.472, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1959.479, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1960.634, Time=0.05 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1961.152, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1962.657, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.251 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
2069.823552773525
2052
Now the model for Store 40 and Dept 20 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1607.056, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1631.570, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1607.481, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1616.001, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1927.669, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1607.894, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1608.153, Time=0.04 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1612.263, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1605.997, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1607.548, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1609.524, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1622.636, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.362 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
513.5173338322292
2053
Now the model for Store 40 and Dept 21 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1757.870, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1778.387, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1756.685, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1763.944, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2057.714, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1757.138, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1759.126, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1787.832, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.163 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1015.6177826615832
2054
Now the model for Store 40 and Dept 22 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1791.615, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1818.044, Time=0.13 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1790.235, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1796.746, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2055.329, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1791.839, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1793.406, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1817.006, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.303 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1151.432191619693
2055
Now the model for Store 40 and Dept 23 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1991.432, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2006.957, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1990.479, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1996.356, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2213.948, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1989.388, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1990.821, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1991.056, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1992.819, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=2004.027, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.253 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
2551.1590795962275
2056
Now the model for Store 40 and Dept 24 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1721.848, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1751.893, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1720.556, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1732.863, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1913.307, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1720.742, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1718.835, Time=0.05 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1721.742, Time=0.06 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1720.048, Time=0.09 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1721.605, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1719.725, Time=0.03 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=1719.886, Time=0.11 sec
ARIMA(2,0,1)(0,0,0)[0] : AIC=1733.062, Time=0.08 sec
Best model: ARIMA(2,0,1)(0,0,0)[0] intercept
Total fit time: 0.587 seconds
ARIMA(2,0,1)(0,0,0)[0] intercept
762.8510736930235
2057
Now the model for Store 40 and Dept 25 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1725.855, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1755.722, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1724.824, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1733.189, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2056.901, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1725.877, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1727.599, Time=0.05 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1749.471, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.182 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1099.6214129304974
2058
Now the model for Store 40 and Dept 26 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1692.296, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1715.551, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1692.890, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1700.999, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1973.409, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1693.407, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1694.503, Time=0.04 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1696.206, Time=0.09 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1691.658, Time=0.01 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1693.129, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1695.052, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1708.436, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.356 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
825.4366563626529
2059
Now the model for Store 40 and Dept 27 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1495.597, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1518.206, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1494.844, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1501.350, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1694.373, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1495.268, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1497.228, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1520.980, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.158 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
209.79199791426842
2060
Now the model for Store 40 and Dept 28 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1187.943, Time=0.09 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1246.629, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1200.370, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1225.114, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1466.431, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1183.723, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1181.732, Time=0.04 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1183.676, Time=0.09 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1185.650, Time=0.08 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1188.960, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.435 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
98.00736703724337
2061
Now the model for Store 40 and Dept 29 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1683.002, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1702.180, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1681.308, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1687.204, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1920.835, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1682.821, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1684.863, Time=0.03 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1710.742, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.161 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
483.58435845582795
2062
Now the model for Store 40 and Dept 3 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1800.414, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1876.280, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1798.402, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1828.903, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2060.101, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1800.352, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1802.217, Time=0.05 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1810.543, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.178 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1778.9705180430374
2063
Now the model for Store 40 and Dept 30 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1480.432, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1565.522, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1489.044, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1527.422, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1868.896, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1481.033, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1481.564, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1501.765, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1479.487, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1481.161, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1483.016, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.390 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
431.7642038144678
2064
Now the model for Store 40 and Dept 31 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1551.680, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1587.146, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1549.749, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1558.312, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1755.747, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1551.587, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1553.714, Time=0.10 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1570.070, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.231 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
441.47414257499815
2065
Now the model for Store 40 and Dept 32 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1869.135, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1877.915, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1867.157, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1869.790, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2009.099, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1868.830, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1870.724, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1897.399, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.136 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
997.5545494472656
2066
Now the model for Store 40 and Dept 33 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1668.894, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1700.663, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1666.862, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1676.689, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1911.328, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1668.868, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1671.111, Time=0.05 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1689.785, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.158 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
808.6196545977315
2067
Now the model for Store 40 and Dept 34 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1780.813, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1818.033, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1783.869, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1799.849, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2085.744, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1781.933, Time=0.03 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1781.408, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1790.544, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1781.000, Time=0.02 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1781.723, Time=0.08 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1783.892, Time=0.05 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.345 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
1639.4663224734636
2068
Now the model for Store 40 and Dept 35 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1540.574, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1553.092, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1543.590, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1547.180, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1824.141, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1539.877, Time=0.03 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1539.877, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1537.229, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1539.083, Time=0.05 sec
ARIMA(3,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(3,0,0)(0,0,0)[0] intercept
Total fit time: 0.259 seconds
ARIMA(3,0,0)(0,0,0)[0] intercept
389.28560453558345
2069
Now the model for Store 40 and Dept 36 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1529.348, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1582.509, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1527.759, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1547.894, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1684.059, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1529.240, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1531.247, Time=0.03 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1539.078, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.179 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
411.9731562455615
2070
Now the model for Store 40 and Dept 37 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1500.667, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1599.904, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1499.909, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1534.004, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1810.582, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1500.982, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1503.033, Time=0.05 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1509.363, Time=0.02 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.181 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
371.7519729898952
2071
Now the model for Store 40 and Dept 38 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1986.617, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1985.130, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1985.158, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1985.626, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2383.329, Time=0.00 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.064 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
4221.455818604648
2072
Now the model for Store 40 and Dept 4 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1800.475, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1837.652, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1808.709, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1821.325, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2304.519, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1799.531, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1801.491, Time=0.02 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1797.998, Time=0.09 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1799.002, Time=0.04 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=1784.557, Time=0.08 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1793.057, Time=0.16 sec
ARIMA(3,0,3)(0,0,0)[0] intercept : AIC=1785.013, Time=0.25 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=1785.954, Time=0.10 sec
ARIMA(3,0,2)(0,0,0)[0] : AIC=1784.640, Time=0.17 sec
Best model: ARIMA(3,0,2)(0,0,0)[0] intercept
Total fit time: 1.063 seconds
ARIMA(3,0,2)(0,0,0)[0] intercept
2194.9630739890395
2073
Now the model for Store 40 and Dept 40 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1802.351, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1800.324, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1800.960, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1801.308, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2364.677, Time=0.00 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.131 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
2694.2730232558083
2074
Now the model for Store 40 and Dept 41 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1282.952, Time=0.10 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1339.839, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1281.843, Time=0.04 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1300.594, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1442.405, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1283.354, Time=0.07 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1284.113, Time=0.16 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1292.493, Time=0.02 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.432 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
166.93717946579187
2075
Now the model for Store 40 and Dept 42 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1520.280, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1560.845, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1534.416, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1546.508, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1970.946, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1516.356, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1520.063, Time=0.01 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1514.206, Time=0.07 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1512.312, Time=0.05 sec
ARIMA(3,0,0)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(3,0,0)(0,0,0)[0] intercept
Total fit time: 0.373 seconds
ARIMA(3,0,0)(0,0,0)[0] intercept
554.2376670527876
2076
Now the model for Store 40 and Dept 44 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1630.306, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1692.208, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1629.541, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1648.858, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1917.237, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1630.634, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1632.131, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1645.668, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.180 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
383.9628296159818
2077
Now the model for Store 40 and Dept 46 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1818.116, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1837.657, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1816.479, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1823.095, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2123.767, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1817.619, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1819.553, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1847.886, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.135 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
889.5487438068716
2078
Now the model for Store 40 and Dept 5 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2098.310, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2130.041, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2100.916, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2115.026, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2281.632, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2098.425, Time=0.03 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2099.967, Time=0.02 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=2106.482, Time=0.02 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2096.445, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=2098.423, Time=0.02 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2100.413, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=2107.251, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.237 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
6355.380097083149
2079
Now the model for Store 40 and Dept 52 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1411.730, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1411.801, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1410.116, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1410.844, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1667.267, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1410.830, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1412.808, Time=0.08 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1459.579, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.222 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
137.40405842625202
2080
Now the model for Store 40 and Dept 55 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1980.804, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2022.566, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1983.109, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2003.109, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2159.563, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1976.663, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1978.558, Time=0.02 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1978.594, Time=0.07 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1977.230, Time=0.07 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1983.655, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1980.114, Time=0.03 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=1977.810, Time=0.06 sec
ARIMA(2,0,1)(0,0,0)[0] : AIC=1986.978, Time=0.04 sec
Best model: ARIMA(2,0,1)(0,0,0)[0] intercept
Total fit time: 0.444 seconds
ARIMA(2,0,1)(0,0,0)[0] intercept
4412.404951339401
2081
Now the model for Store 40 and Dept 56 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1801.191, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1945.381, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1799.144, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1870.575, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2002.553, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1801.153, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1803.158, Time=0.06 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1800.078, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.183 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
2983.234576098677
2082
Now the model for Store 40 and Dept 6 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1875.782, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1878.400, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1874.065, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1874.891, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2001.233, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1875.939, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1877.634, Time=0.03 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1908.995, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.122 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1620.8967618404056
2083
Now the model for Store 40 and Dept 60 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1076.334, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1081.627, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1075.197, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1074.247, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1254.511, Time=0.00 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1076.174, Time=0.07 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1078.177, Time=0.06 sec
ARIMA(0,0,1)(0,0,0)[0] : AIC=1185.249, Time=0.02 sec
Best model: ARIMA(0,0,1)(0,0,0)[0] intercept
Total fit time: 0.275 seconds
ARIMA(0,0,1)(0,0,0)[0] intercept
41.83115074491042
2084
Now the model for Store 40 and Dept 67 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1838.797, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1860.481, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1838.657, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1837.073, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2066.846, Time=0.01 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1838.482, Time=0.02 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1840.359, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] : AIC=1973.330, Time=0.05 sec
Best model: ARIMA(0,0,1)(0,0,0)[0] intercept
Total fit time: 0.233 seconds
ARIMA(0,0,1)(0,0,0)[0] intercept
1635.1085403687869
2085
Now the model for Store 40 and Dept 7 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2165.183, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2204.433, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2164.006, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2177.015, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2311.638, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2164.953, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2166.977, Time=0.03 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2179.145, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.147 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
5861.093002454463
2086
Now the model for Store 40 and Dept 71 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1643.204, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1653.941, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1642.733, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1647.185, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1858.388, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1639.200, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1640.840, Time=0.05 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1640.268, Time=0.05 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1642.196, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1650.168, Time=0.04 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.323 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
702.007491876355
2087
Now the model for Store 40 and Dept 72 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2255.133, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2264.483, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2255.730, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2258.796, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2432.785, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2255.990, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2257.635, Time=0.06 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=2259.032, Time=0.03 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2255.176, Time=0.03 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=2254.812, Time=0.08 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=2251.848, Time=0.15 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2255.424, Time=0.04 sec
ARIMA(3,0,3)(0,0,0)[0] intercept : AIC=2253.354, Time=0.20 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=2250.245, Time=0.14 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=2254.540, Time=0.04 sec
ARIMA(2,0,3)(0,0,0)[0] : AIC=2261.691, Time=0.16 sec
Best model: ARIMA(2,0,3)(0,0,0)[0] intercept
Total fit time: 1.039 seconds
ARIMA(2,0,3)(0,0,0)[0] intercept
10631.983903112077
2088
Now the model for Store 40 and Dept 74 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1742.707, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1798.885, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1753.752, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1779.569, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2128.478, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1740.375, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1739.829, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1739.683, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1741.681, Time=0.05 sec
ARIMA(3,0,0)(0,0,0)[0] : AIC=inf, Time=0.04 sec
Best model: ARIMA(3,0,0)(0,0,0)[0] intercept
Total fit time: 0.260 seconds
ARIMA(3,0,0)(0,0,0)[0] intercept
1723.8479968334818
2089
Now the model for Store 40 and Dept 79 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1754.002, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1755.782, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1754.241, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1755.406, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2181.267, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1751.313, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1749.829, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1750.848, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1752.714, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.04 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.285 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
1314.596977130069
2090
Now the model for Store 40 and Dept 8 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1844.856, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1844.637, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1843.607, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1844.549, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2370.333, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1842.178, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1844.171, Time=0.04 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1844.204, Time=0.07 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1846.190, Time=0.08 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.302 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
2118.028768165706
2091
Now the model for Store 40 and Dept 80 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1730.080, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1756.000, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1731.287, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1740.493, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2230.499, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1731.348, Time=0.03 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1731.433, Time=0.05 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1734.128, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1729.861, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1731.096, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1732.727, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.400 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
1188.7564641756621
2092
Now the model for Store 40 and Dept 81 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1779.982, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1821.954, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1781.470, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1796.086, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2263.854, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1780.959, Time=0.05 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1778.290, Time=0.04 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1786.346, Time=0.06 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1775.747, Time=0.14 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=1757.541, Time=0.09 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1776.724, Time=0.06 sec
ARIMA(3,0,3)(0,0,0)[0] intercept : AIC=inf, Time=0.27 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=1766.695, Time=0.09 sec
ARIMA(3,0,2)(0,0,0)[0] : AIC=1760.933, Time=0.15 sec
Best model: ARIMA(3,0,2)(0,0,0)[0] intercept
Total fit time: 1.053 seconds
ARIMA(3,0,2)(0,0,0)[0] intercept
1791.7742909972885
2093
Now the model for Store 40 and Dept 82 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1980.090, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2019.068, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1979.228, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1992.812, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2204.206, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1979.346, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1981.285, Time=0.03 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1998.502, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.128 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1617.514891603657
2094
Now the model for Store 40 and Dept 83 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1587.856, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1626.660, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1589.494, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1605.440, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1928.968, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1587.641, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1585.640, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1587.687, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1589.634, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.289 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
947.5849779247026
2095
Now the model for Store 40 and Dept 85 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1609.792, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1654.174, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1609.660, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1613.826, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1837.168, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1608.965, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1610.102, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=inf, Time=0.17 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1612.120, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1629.326, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.406 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
517.5244988163118
2096
Now the model for Store 40 and Dept 87 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1890.490, Time=0.10 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1941.433, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1893.725, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1916.414, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2254.275, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1891.546, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1890.597, Time=0.04 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1901.394, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1890.728, Time=0.02 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1885.914, Time=0.16 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=1887.750, Time=0.21 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=1887.146, Time=0.11 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=1893.421, Time=0.05 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1891.397, Time=0.05 sec
ARIMA(3,0,3)(0,0,0)[0] intercept : AIC=1878.864, Time=0.21 sec
ARIMA(3,0,3)(0,0,0)[0] : AIC=1877.873, Time=0.14 sec
ARIMA(2,0,3)(0,0,0)[0] : AIC=1882.057, Time=0.09 sec
ARIMA(3,0,2)(0,0,0)[0] : AIC=1882.907, Time=0.16 sec
ARIMA(2,0,2)(0,0,0)[0] : AIC=inf, Time=0.16 sec
Best model: ARIMA(3,0,3)(0,0,0)[0]
Total fit time: 1.649 seconds
ARIMA(3,0,3)(0,0,0)[0]
3799.9947435073946
2097
Now the model for Store 40 and Dept 9 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1982.083, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2064.303, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1988.315, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2032.267, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2267.045, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1980.749, Time=0.03 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1978.809, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1980.589, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1982.471, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1983.851, Time=0.03 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.243 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
6381.649814184317
2098
Now the model for Store 40 and Dept 90 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2020.182, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2017.025, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2018.421, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2018.550, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2490.070, Time=0.00 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.071 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
4297.350795348838
2099
Now the model for Store 40 and Dept 91 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1987.263, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1984.217, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1985.510, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1985.509, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2420.371, Time=0.00 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.067 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
4854.977325581396
2100
Now the model for Store 40 and Dept 92 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2159.767, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2156.846, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2157.822, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2157.901, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2579.179, Time=0.00 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.074 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
9543.378604651161
2101
Now the model for Store 40 and Dept 93 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1933.979, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1929.679, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1931.629, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1931.654, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2330.257, Time=0.00 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.070 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
3401.204279069767
2102
Now the model for Store 40 and Dept 94 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1951.873, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2030.139, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1963.377, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2004.792, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2397.928, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1952.161, Time=0.03 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1953.840, Time=0.04 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1971.672, Time=0.08 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1951.829, Time=0.04 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1953.177, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1953.927, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.364 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
4039.177553612618
2103
Now the model for Store 40 and Dept 95 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2053.652, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2081.180, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2054.284, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2064.696, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2506.080, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2054.983, Time=0.05 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2053.067, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=2061.330, Time=0.02 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=2052.065, Time=0.16 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=2033.843, Time=0.09 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2052.050, Time=0.06 sec
ARIMA(3,0,3)(0,0,0)[0] intercept : AIC=2032.451, Time=0.14 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=2047.845, Time=0.10 sec
ARIMA(3,0,3)(0,0,0)[0] : AIC=2038.850, Time=0.16 sec
Best model: ARIMA(3,0,3)(0,0,0)[0] intercept
Total fit time: 0.884 seconds
ARIMA(3,0,3)(0,0,0)[0] intercept
7655.933707875082
2104
Now the model for Store 40 and Dept 96 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1866.474, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1940.664, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1864.825, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1892.714, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2219.781, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1866.621, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1868.060, Time=0.06 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1879.305, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.238 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
3302.8410482445925
2105
Now the model for Store 40 and Dept 97 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1846.077, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1864.726, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1845.111, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1850.323, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2238.970, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1846.565, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1847.657, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1877.860, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.166 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1967.681448709156
2106
Now the model for Store 40 and Dept 98 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1665.758, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1668.628, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1663.853, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1665.191, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2098.028, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1665.401, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1667.348, Time=0.06 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1712.074, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.172 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1303.5565618088476
2107
Now the model for Store 41 and Dept 1 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2111.504, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2147.256, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2113.714, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2112.173, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2314.610, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2112.176, Time=0.05 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2112.966, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=2111.622, Time=0.02 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2110.178, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=2112.169, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2114.172, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=2136.959, Time=0.01 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.295 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
4799.40227601076
2108
Now the model for Store 41 and Dept 10 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1816.225, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1837.082, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1818.344, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1825.760, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2208.884, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1815.909, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1814.531, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1814.683, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1816.652, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.290 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
2768.302460444113
2109
Now the model for Store 41 and Dept 11 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1815.026, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1876.002, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1821.742, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1848.632, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2188.150, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1813.383, Time=0.03 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1811.472, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1813.308, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1815.333, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.274 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
2507.3101794179506
2110
Now the model for Store 41 and Dept 12 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1553.111, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1652.636, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1562.759, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1609.358, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1958.038, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1552.881, Time=0.03 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1551.541, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1552.530, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1554.520, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.300 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
748.617271109621
2111
Now the model for Store 41 and Dept 13 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1845.163, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1873.073, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1852.978, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1865.012, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2360.619, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1826.486, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1824.972, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1826.902, Time=0.05 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1828.218, Time=0.11 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.06 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.394 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
2928.0303433948834
2112
Now the model for Store 41 and Dept 14 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2065.433, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2083.766, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2066.031, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2072.605, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2257.212, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2066.741, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2069.649, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=2068.555, Time=0.02 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2065.334, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=2066.371, Time=0.02 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2067.805, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=2079.665, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.272 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
2496.3833772215166
2113
Now the model for Store 41 and Dept 16 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2051.044, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2225.695, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2050.592, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2169.740, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2301.952, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2051.021, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2052.940, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2050.922, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.140 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
13086.974583545649
2114
Now the model for Store 41 and Dept 17 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1852.613, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1872.055, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1855.230, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1863.780, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2170.792, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1845.189, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1844.916, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1846.611, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1846.332, Time=0.11 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.326 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
1886.6496022022427
2115
Now the model for Store 41 and Dept 2 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1992.050, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2010.727, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1995.044, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2002.780, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2439.870, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1982.619, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1980.680, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1982.694, Time=0.06 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1984.611, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.296 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
4044.0070418700097
2116
Now the model for Store 41 and Dept 20 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1668.589, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1704.039, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1673.632, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1688.335, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2012.928, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1666.757, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1664.747, Time=0.06 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1666.741, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1668.755, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.01 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.309 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
887.379239890986
2117
Now the model for Store 41 and Dept 21 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1749.295, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1759.189, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1747.276, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1748.411, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2005.759, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1749.142, Time=0.05 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1751.208, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1783.690, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.182 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
578.0599849801328
2118
Now the model for Store 41 and Dept 22 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1881.495, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1897.296, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1881.025, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1886.318, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2143.680, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1881.542, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1883.147, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1914.415, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.136 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1668.9610693968252
2119
Now the model for Store 41 and Dept 23 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2003.019, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2020.467, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2002.829, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2009.161, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2261.613, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2001.544, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=2003.549, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2003.560, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2005.558, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=2015.683, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.241 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
3005.1604367949035
2120
Now the model for Store 41 and Dept 24 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1807.625, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1835.287, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1806.426, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1818.771, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2018.027, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1806.098, Time=0.01 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1805.815, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1803.862, Time=0.08 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1801.553, Time=0.10 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1803.467, Time=0.08 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1808.214, Time=0.03 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=1803.163, Time=0.11 sec
ARIMA(2,0,1)(0,0,0)[0] : AIC=inf, Time=0.10 sec
Best model: ARIMA(2,0,1)(0,0,0)[0] intercept
Total fit time: 0.613 seconds
ARIMA(2,0,1)(0,0,0)[0] intercept
1347.266116987763
2121
Now the model for Store 41 and Dept 25 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1780.240, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1807.436, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1781.176, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1793.516, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2069.346, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1770.113, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1775.676, Time=0.02 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1771.374, Time=0.18 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1770.264, Time=0.11 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1780.222, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1776.974, Time=0.03 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=1770.235, Time=0.11 sec
ARIMA(2,0,1)(0,0,0)[0] : AIC=1781.743, Time=0.10 sec
Best model: ARIMA(2,0,1)(0,0,0)[0] intercept
Total fit time: 0.724 seconds
ARIMA(2,0,1)(0,0,0)[0] intercept
1887.2023999744088
2122
Now the model for Store 41 and Dept 26 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1793.055, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1807.798, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1794.992, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1801.647, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2052.774, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1786.456, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1785.234, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1787.087, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1787.863, Time=0.11 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1798.783, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.320 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
1282.8084266371811
2123
Now the model for Store 41 and Dept 27 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1549.451, Time=0.11 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1602.350, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1554.095, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1571.718, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1749.470, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1551.448, Time=0.16 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1552.227, Time=0.07 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1561.218, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1551.115, Time=0.02 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=inf, Time=0.20 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1551.134, Time=0.05 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.770 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
593.9045645689702
2124
Now the model for Store 41 and Dept 28 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1280.600, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1345.214, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1278.589, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1296.394, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1528.506, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1280.579, Time=0.04 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1282.568, Time=0.09 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1292.689, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.299 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
120.63794305785056
2125
Now the model for Store 41 and Dept 29 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1729.806, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1757.623, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1729.370, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1738.809, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1962.871, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1729.857, Time=0.05 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1731.636, Time=0.05 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1754.215, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.172 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
542.1081909477259
2126
Now the model for Store 41 and Dept 3 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2045.660, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2203.219, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2066.787, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2138.237, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2282.466, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2035.436, Time=0.03 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2033.405, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=2035.350, Time=0.02 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2037.376, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=2043.978, Time=0.01 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.215 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
10177.269714434042
2127
Now the model for Store 41 and Dept 30 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1494.136, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1569.048, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1506.934, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1540.568, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1866.435, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1488.835, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1486.865, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1488.843, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1490.834, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.281 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
643.4813848666965
2128
Now the model for Store 41 and Dept 31 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1632.706, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1705.840, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1630.893, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1659.996, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1842.415, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1632.489, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1630.780, Time=0.07 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1629.039, Time=0.06 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1627.148, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] : AIC=1643.064, Time=0.03 sec
Best model: ARIMA(3,0,0)(0,0,0)[0] intercept
Total fit time: 0.303 seconds
ARIMA(3,0,0)(0,0,0)[0] intercept
919.7876077511811
2129
Now the model for Store 41 and Dept 32 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1846.384, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1851.972, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1844.402, Time=0.04 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1845.814, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2021.233, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1846.248, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1848.252, Time=0.03 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1880.657, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.154 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1053.128906196902
2130
Now the model for Store 41 and Dept 33 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1815.004, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1836.742, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1813.778, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1822.467, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2037.000, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1813.576, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1813.955, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1810.133, Time=0.06 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1811.991, Time=0.10 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1811.636, Time=0.08 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1816.121, Time=0.04 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=1811.156, Time=0.10 sec
ARIMA(2,0,1)(0,0,0)[0] : AIC=inf, Time=0.12 sec
Best model: ARIMA(2,0,1)(0,0,0)[0] intercept
Total fit time: 0.653 seconds
ARIMA(2,0,1)(0,0,0)[0] intercept
1401.0846616188826
2131
Now the model for Store 41 and Dept 34 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1818.229, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1853.563, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1819.316, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1833.084, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2178.940, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1819.383, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1820.519, Time=0.04 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1827.551, Time=0.02 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1817.562, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1819.090, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1821.046, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.326 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
2182.7766242591415
2132
Now the model for Store 41 and Dept 35 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1497.338, Time=0.13 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1540.012, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1510.182, Time=0.04 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1524.234, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1828.790, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1499.259, Time=0.08 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1500.974, Time=0.07 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1513.358, Time=0.09 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1498.081, Time=0.02 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=inf, Time=0.19 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1501.308, Time=0.05 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.751 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
422.898187769162
2133
Now the model for Store 41 and Dept 36 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1593.523, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1684.310, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1591.781, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1632.437, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1805.789, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1593.384, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1595.378, Time=0.07 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1599.134, Time=0.02 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.213 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
753.9565890002806
2134
Now the model for Store 41 and Dept 38 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2016.844, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2064.487, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2029.499, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2046.357, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2424.972, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2014.755, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2021.738, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2005.272, Time=0.06 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=2010.175, Time=0.03 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=1985.187, Time=0.14 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=2004.653, Time=0.15 sec
ARIMA(3,0,3)(0,0,0)[0] intercept : AIC=inf, Time=0.24 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=1991.632, Time=0.12 sec
ARIMA(3,0,2)(0,0,0)[0] : AIC=1996.275, Time=0.14 sec
Best model: ARIMA(3,0,2)(0,0,0)[0] intercept
Total fit time: 1.035 seconds
ARIMA(3,0,2)(0,0,0)[0] intercept
7576.908457664793
2135
Now the model for Store 41 and Dept 4 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1857.466, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1916.350, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1869.745, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1895.841, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2345.825, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1845.965, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1844.046, Time=0.05 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1845.801, Time=0.05 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1847.778, Time=0.08 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.04 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.380 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
3612.4758606540604
2136
Now the model for Store 41 and Dept 40 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1884.476, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1926.313, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1899.158, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1914.893, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2459.404, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1866.577, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1867.503, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1868.221, Time=0.09 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1867.609, Time=0.08 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1871.051, Time=0.05 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1866.490, Time=0.05 sec
ARIMA(3,0,0)(0,0,0)[0] : AIC=inf, Time=0.06 sec
Best model: ARIMA(3,0,0)(0,0,0)[0] intercept
Total fit time: 0.519 seconds
ARIMA(3,0,0)(0,0,0)[0] intercept
5682.258868926521
2137
Now the model for Store 41 and Dept 41 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1691.556, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1759.889, Time=0.14 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1690.292, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1712.904, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1848.793, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1691.782, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1692.986, Time=0.05 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1698.467, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.327 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
998.3316462260711
2138
Now the model for Store 41 and Dept 42 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1582.782, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1596.314, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1587.002, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1591.567, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1984.636, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1577.654, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1577.677, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1576.279, Time=0.07 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1574.456, Time=0.04 sec
ARIMA(3,0,0)(0,0,0)[0] : AIC=inf, Time=0.04 sec
Best model: ARIMA(3,0,0)(0,0,0)[0] intercept
Total fit time: 0.296 seconds
ARIMA(3,0,0)(0,0,0)[0] intercept
898.5628648578127
2139
Now the model for Store 41 and Dept 44 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1747.719, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1770.565, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1748.805, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1756.084, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1986.222, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1748.807, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1751.327, Time=0.04 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1751.372, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1747.451, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1748.400, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1750.059, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1762.078, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.381 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
528.9449810699741
2140
Now the model for Store 41 and Dept 46 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1950.782, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1980.674, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1950.217, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1961.509, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2332.449, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1949.796, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1951.817, Time=0.04 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1951.792, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1953.791, Time=0.08 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.290 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
3655.381031945414
2141
Now the model for Store 41 and Dept 49 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1747.095, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1757.515, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1749.378, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1752.958, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2010.430, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1746.752, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1745.936, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1744.932, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1746.835, Time=0.04 sec
ARIMA(3,0,0)(0,0,0)[0] : AIC=inf, Time=0.04 sec
Best model: ARIMA(3,0,0)(0,0,0)[0] intercept
Total fit time: 0.229 seconds
ARIMA(3,0,0)(0,0,0)[0] intercept
1712.1003602096087
2142
Now the model for Store 41 and Dept 5 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2230.422, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2251.647, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2232.975, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2241.179, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2365.048, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2230.890, Time=0.03 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2233.335, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=2236.981, Time=0.02 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2229.710, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=2230.562, Time=0.02 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2232.136, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=2241.125, Time=0.01 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.232 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
7564.903447547095
2143
Now the model for Store 41 and Dept 52 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1533.203, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1591.836, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1544.108, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1566.494, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1803.455, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1532.817, Time=0.03 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1532.518, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1533.002, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1534.622, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.04 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.262 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
350.99368262098017
2144
Now the model for Store 41 and Dept 55 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2098.697, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2130.017, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2101.872, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2115.797, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2213.437, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2098.341, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2096.289, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=2098.307, Time=0.02 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2097.284, Time=0.09 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=2103.653, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.253 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
6804.813531735288
2145
Now the model for Store 41 and Dept 56 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2027.779, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2144.136, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2028.514, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2099.774, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2178.894, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2027.001, Time=0.08 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2025.993, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=2024.903, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2023.646, Time=0.05 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=2018.334, Time=0.07 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=2018.041, Time=0.05 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2019.942, Time=0.03 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=2019.095, Time=0.07 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=2017.230, Time=0.04 sec
ARIMA(0,0,3)(0,0,0)[0] intercept : AIC=2062.800, Time=0.04 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=2062.775, Time=0.08 sec
ARIMA(1,0,3)(0,0,0)[0] : AIC=2018.438, Time=0.03 sec
Best model: ARIMA(1,0,3)(0,0,0)[0] intercept
Total fit time: 0.664 seconds
ARIMA(1,0,3)(0,0,0)[0] intercept
7091.658940925097
2146
Now the model for Store 41 and Dept 58 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1816.942, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1816.827, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1816.298, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1816.991, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1999.221, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1815.690, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1815.833, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1817.096, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1817.792, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1840.361, Time=0.01 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.201 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
2212.3842870570875
2147
Now the model for Store 41 and Dept 59 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1623.276, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1712.874, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1624.942, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1655.844, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1758.406, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1624.177, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1623.334, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1622.696, Time=0.07 sec
ARIMA(0,0,3)(0,0,0)[0] intercept : AIC=1623.941, Time=0.09 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=1621.458, Time=0.09 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=1622.632, Time=0.14 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1622.221, Time=0.10 sec
ARIMA(1,0,3)(0,0,0)[0] : AIC=1625.404, Time=0.09 sec
Best model: ARIMA(1,0,3)(0,0,0)[0] intercept
Total fit time: 0.741 seconds
ARIMA(1,0,3)(0,0,0)[0] intercept
609.0325710540236
2148
Now the model for Store 41 and Dept 6 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1966.368, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1962.603, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1964.297, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1964.352, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2061.375, Time=0.00 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.056 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
1651.4314558139545
2149
Now the model for Store 41 and Dept 60 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1307.618, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1334.083, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1306.112, Time=0.04 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1309.903, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1521.822, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1307.308, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1309.854, Time=0.06 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1330.802, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.231 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
88.44954129562025
2150
Now the model for Store 41 and Dept 67 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1915.637, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1956.483, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1916.723, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1921.249, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2138.056, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1915.642, Time=0.06 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1916.916, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1914.937, Time=0.03 sec
ARIMA(0,0,3)(0,0,0)[0] intercept : AIC=1916.386, Time=0.03 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=1918.136, Time=0.05 sec
ARIMA(0,0,2)(0,0,0)[0] : AIC=1998.785, Time=0.07 sec
Best model: ARIMA(0,0,2)(0,0,0)[0] intercept
Total fit time: 0.317 seconds
ARIMA(0,0,2)(0,0,0)[0] intercept
2522.3729938513707
2151
Now the model for Store 41 and Dept 7 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2303.265, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2342.705, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2301.350, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2316.105, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2431.058, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2303.126, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2305.152, Time=0.03 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2314.436, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.124 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
8072.329689980425
2152
Now the model for Store 41 and Dept 71 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1734.215, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1750.048, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1734.260, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1739.202, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2004.628, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1735.443, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1735.963, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1738.604, Time=0.02 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1733.743, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1734.872, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1736.870, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1753.511, Time=0.01 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.284 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
965.4194885453752
2153
Now the model for Store 41 and Dept 72 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2392.072, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2391.197, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2390.903, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2391.495, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2509.379, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2391.531, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2393.096, Time=0.03 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2432.020, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.126 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
8050.964269089752
2154
Now the model for Store 41 and Dept 74 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1881.888, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1897.142, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1883.262, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1889.410, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2251.874, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1879.768, Time=0.03 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1877.790, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1879.748, Time=0.02 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1881.752, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.274 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
2236.939448475112
2155
Now the model for Store 41 and Dept 79 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1809.586, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1806.522, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1807.528, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1807.613, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2283.250, Time=0.00 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.062 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
1505.4735209302314
2156
Now the model for Store 41 and Dept 8 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1921.956, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1933.164, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1923.365, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1927.215, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2368.912, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1920.740, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1918.990, Time=0.01 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1920.712, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1922.612, Time=0.09 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.330 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
2107.236998445489
2157
Now the model for Store 41 and Dept 80 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1715.114, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1775.471, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1721.740, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1747.388, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2234.314, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1714.204, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1713.350, Time=0.04 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1712.833, Time=0.05 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1714.631, Time=0.06 sec
ARIMA(3,0,0)(0,0,0)[0] : AIC=inf, Time=0.05 sec
Best model: ARIMA(3,0,0)(0,0,0)[0] intercept
Total fit time: 0.358 seconds
ARIMA(3,0,0)(0,0,0)[0] intercept
1822.9820833892202
2158
Now the model for Store 41 and Dept 81 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1733.064, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1760.143, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1741.688, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1752.291, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2262.855, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1720.681, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1719.041, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1720.835, Time=0.06 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1722.672, Time=0.08 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.362 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
1679.0558388361048
2159
Now the model for Store 41 and Dept 82 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2068.169, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2100.986, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2066.220, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2074.693, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2270.673, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2068.107, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2070.139, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2086.690, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.131 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
2163.388348880812
2160
Now the model for Store 41 and Dept 83 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1561.600, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1572.529, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1560.579, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1564.282, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1940.920, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1561.282, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1563.080, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1599.729, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.136 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
353.3663596393239
2161
Now the model for Store 41 and Dept 85 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1679.795, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1743.982, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1691.077, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1682.154, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1869.405, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1682.593, Time=0.05 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1681.536, Time=0.04 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1678.574, Time=0.06 sec
ARIMA(0,0,3)(0,0,0)[0] intercept : AIC=1680.153, Time=0.08 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=1682.666, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] : AIC=1728.191, Time=0.07 sec
Best model: ARIMA(0,0,2)(0,0,0)[0] intercept
Total fit time: 0.422 seconds
ARIMA(0,0,2)(0,0,0)[0] intercept
466.3000862460079
2162
Now the model for Store 41 and Dept 87 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1764.574, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1857.800, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1789.003, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1817.819, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2106.484, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1765.501, Time=0.06 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1765.667, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1806.851, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1777.739, Time=0.03 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1764.733, Time=0.11 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1764.604, Time=0.06 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.473 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
2262.845777671224
2163
Now the model for Store 41 and Dept 9 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2063.467, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2168.720, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2065.079, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2125.359, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2368.399, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2064.930, Time=0.03 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2065.579, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=2111.019, Time=0.02 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2063.311, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=2063.624, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2065.632, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=2068.382, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.278 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
12290.496107093764
2164
Now the model for Store 41 and Dept 90 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2059.533, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2084.693, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2069.494, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2077.922, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2515.997, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2044.851, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2047.640, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2045.935, Time=0.09 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=2034.918, Time=0.11 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2055.118, Time=0.06 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=2036.145, Time=0.11 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=2036.509, Time=0.13 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=2052.447, Time=0.07 sec
ARIMA(3,0,3)(0,0,0)[0] intercept : AIC=2031.913, Time=0.17 sec
ARIMA(3,0,3)(0,0,0)[0] : AIC=2034.570, Time=0.14 sec
Best model: ARIMA(3,0,3)(0,0,0)[0] intercept
Total fit time: 1.060 seconds
ARIMA(3,0,3)(0,0,0)[0] intercept
5021.76697663321
2165
Now the model for Store 41 and Dept 91 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1923.414, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1919.429, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1921.429, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1921.450, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2456.969, Time=0.00 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.070 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
3528.592130232553
2166
Now the model for Store 41 and Dept 92 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2191.026, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2220.338, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2201.018, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2212.074, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2613.896, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2177.098, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2178.418, Time=0.05 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2178.671, Time=0.09 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=2169.104, Time=0.08 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2188.697, Time=0.05 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=2170.836, Time=0.08 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=2169.722, Time=0.12 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=2183.342, Time=0.06 sec
ARIMA(3,0,3)(0,0,0)[0] intercept : AIC=2167.059, Time=0.22 sec
ARIMA(3,0,3)(0,0,0)[0] : AIC=2170.382, Time=0.14 sec
Best model: ARIMA(3,0,3)(0,0,0)[0] intercept
Total fit time: 1.014 seconds
ARIMA(3,0,3)(0,0,0)[0] intercept
11193.123172759379
2167
Now the model for Store 41 and Dept 93 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1937.508, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1934.418, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1935.937, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1936.281, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2375.376, Time=0.00 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.062 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
4429.997353488366
2168
Now the model for Store 41 and Dept 94 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1967.142, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1983.541, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1974.179, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1979.487, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2432.843, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1958.106, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1959.019, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1958.600, Time=0.07 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1954.404, Time=0.11 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1960.552, Time=0.05 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=1955.262, Time=0.13 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=1953.467, Time=0.22 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=1953.636, Time=0.06 sec
ARIMA(3,0,3)(0,0,0)[0] intercept : AIC=1954.039, Time=0.25 sec
ARIMA(2,0,3)(0,0,0)[0] : AIC=inf, Time=0.17 sec
Best model: ARIMA(2,0,3)(0,0,0)[0] intercept
Total fit time: 1.260 seconds
ARIMA(2,0,3)(0,0,0)[0] intercept
5931.138327656482
2169
Now the model for Store 41 and Dept 95 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2050.719, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2116.379, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2060.930, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2092.550, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2559.148, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2045.768, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2043.944, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=2045.726, Time=0.05 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2047.676, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.270 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
10589.425315218907
2170
Now the model for Store 41 and Dept 96 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1512.828, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1608.885, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1515.685, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1560.733, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1876.573, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1514.200, Time=0.08 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1514.776, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1532.110, Time=0.12 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1513.097, Time=0.02 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=inf, Time=0.16 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1514.494, Time=0.04 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.538 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
767.1185271715627
2171
Now the model for Store 41 and Dept 97 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1800.974, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1843.156, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1808.753, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1827.258, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2261.121, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1792.766, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1790.710, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1792.699, Time=0.05 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1794.684, Time=0.08 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.04 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.316 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
2156.7342057166056
2172
Now the model for Store 41 and Dept 98 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1746.812, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1747.458, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1744.965, Time=0.05 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1745.558, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2116.923, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1746.683, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1748.663, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1795.250, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.175 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
921.9048081284609
2173
Now the model for Store 42 and Dept 1 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1825.060, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1846.884, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1824.808, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1823.573, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2141.822, Time=0.01 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1824.530, Time=0.02 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1826.355, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] : AIC=2035.683, Time=0.03 sec
Best model: ARIMA(0,0,1)(0,0,0)[0] intercept
Total fit time: 0.175 seconds
ARIMA(0,0,1)(0,0,0)[0] intercept
1400.8016012710164
2174
Now the model for Store 42 and Dept 10 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1133.410, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1130.002, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1131.572, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1131.443, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1481.826, Time=0.01 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.078 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
58.446358139534865
2175
Now the model for Store 42 and Dept 11 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1381.770, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1398.544, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1379.712, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1381.084, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1666.714, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1381.697, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1383.708, Time=0.06 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1412.221, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.170 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
150.86536499503444
2176
Now the model for Store 42 and Dept 12 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=936.770, Time=0.14 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=935.763, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=937.700, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=937.713, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1168.347, Time=0.01 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.228 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
32.98752325581394
2177
Now the model for Store 42 and Dept 13 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1666.307, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1676.317, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1667.599, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1671.382, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2206.009, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1665.596, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1663.800, Time=0.04 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1665.604, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1667.456, Time=0.10 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.364 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
1220.1185966464009
2178
Now the model for Store 42 and Dept 14 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1576.221, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1578.110, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1574.266, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1574.748, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1770.471, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1576.247, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1578.263, Time=0.03 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1616.761, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.175 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
252.34249417972208
2179
Now the model for Store 42 and Dept 16 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1387.491, Time=0.10 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1451.205, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1396.579, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1416.741, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1699.704, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1389.318, Time=0.15 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1389.233, Time=0.13 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1410.694, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1392.868, Time=0.03 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1387.200, Time=0.12 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=1388.900, Time=0.16 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=1388.856, Time=0.16 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=1388.985, Time=0.16 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1390.791, Time=0.05 sec
ARIMA(3,0,3)(0,0,0)[0] intercept : AIC=inf, Time=0.22 sec
ARIMA(2,0,2)(0,0,0)[0] : AIC=1390.124, Time=0.10 sec
Best model: ARIMA(2,0,2)(0,0,0)[0] intercept
Total fit time: 1.505 seconds
ARIMA(2,0,2)(0,0,0)[0] intercept
208.27792279603625
2180
Now the model for Store 42 and Dept 17 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1191.673, Time=0.09 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1227.119, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1199.304, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1211.071, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1529.789, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1192.375, Time=0.14 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1192.074, Time=0.16 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1202.670, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1191.424, Time=0.05 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1192.566, Time=0.06 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1194.441, Time=0.10 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.04 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.814 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
116.5126600986791
2181
Now the model for Store 42 and Dept 2 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1672.481, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1684.322, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1675.306, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1679.556, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2218.353, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1670.268, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1668.885, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1669.955, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1671.753, Time=0.10 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.366 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
1146.962616219612
2182
Now the model for Store 42 and Dept 21 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1268.486, Time=0.14 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1297.676, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1287.942, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1292.410, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1721.284, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1274.054, Time=0.10 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1270.734, Time=0.09 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1288.800, Time=0.09 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1277.365, Time=0.06 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1271.630, Time=0.16 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1266.804, Time=0.04 sec
ARIMA(0,0,1)(0,0,0)[0] : AIC=1608.773, Time=0.06 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=inf, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] : AIC=1264.875, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
ARIMA(3,0,1)(0,0,0)[0] : AIC=1264.169, Time=0.09 sec
ARIMA(3,0,0)(0,0,0)[0] : AIC=inf, Time=0.03 sec
ARIMA(3,0,2)(0,0,0)[0] : AIC=1266.159, Time=0.13 sec
ARIMA(2,0,2)(0,0,0)[0] : AIC=1266.081, Time=0.10 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1266.350, Time=0.10 sec
Best model: ARIMA(3,0,1)(0,0,0)[0]
Total fit time: 1.385 seconds
ARIMA(3,0,1)(0,0,0)[0]
128.80366790275687
2183
Now the model for Store 42 and Dept 25 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=969.723, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1064.140, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=968.992, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1000.999, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1171.101, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=970.186, Time=0.04 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=inf, Time=0.09 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=975.456, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.284 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
40.240886129300925
2184
Now the model for Store 42 and Dept 28 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=898.583, Time=0.09 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=930.642, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=911.751, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=920.818, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1120.952, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=898.098, Time=0.10 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=898.341, Time=0.06 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=899.161, Time=0.15 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=900.087, Time=0.14 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=898.442, Time=0.11 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=897.690, Time=0.08 sec
ARIMA(3,0,0)(0,0,0)[0] : AIC=905.612, Time=0.02 sec
Best model: ARIMA(3,0,0)(0,0,0)[0] intercept
Total fit time: 0.831 seconds
ARIMA(3,0,0)(0,0,0)[0] intercept
17.75411115105268
2185
Now the model for Store 42 and Dept 3 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1355.755, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1414.844, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1354.133, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1372.309, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1632.551, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1355.642, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1357.680, Time=0.09 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1369.774, Time=0.02 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.226 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
260.6370492853984
2186
Now the model for Store 42 and Dept 38 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1983.241, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1980.474, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1981.389, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1981.696, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2387.869, Time=0.00 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.067 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
8452.70327906976
2187
Now the model for Store 42 and Dept 4 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1680.259, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1683.994, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1680.982, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1682.382, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2205.124, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1679.810, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1679.120, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1678.650, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1679.600, Time=0.09 sec
ARIMA(3,0,0)(0,0,0)[0] : AIC=inf, Time=0.04 sec
Best model: ARIMA(3,0,0)(0,0,0)[0] intercept
Total fit time: 0.362 seconds
ARIMA(3,0,0)(0,0,0)[0] intercept
834.3490564117533
2188
Now the model for Store 42 and Dept 40 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1710.452, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1774.393, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1716.948, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1745.281, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2260.179, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1710.910, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1711.916, Time=0.04 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1724.913, Time=0.08 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1709.565, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1710.837, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1712.542, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.403 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
1879.8604410654018
2189
Now the model for Store 42 and Dept 42 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=987.518, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=993.837, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=986.134, Time=0.04 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=987.985, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1311.176, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=987.127, Time=0.04 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=989.053, Time=0.08 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1028.401, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.256 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
30.88833454036275
2190
Now the model for Store 42 and Dept 46 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1534.633, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1578.648, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1541.381, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1557.397, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2022.788, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1535.091, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1534.867, Time=0.04 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1549.074, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1535.284, Time=0.02 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1537.224, Time=0.09 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1539.404, Time=0.05 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.382 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
756.4118711084974
2191
Now the model for Store 42 and Dept 5 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1471.705, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1523.898, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1471.034, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1490.221, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1719.193, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1471.849, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1473.589, Time=0.03 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1487.850, Time=0.02 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.175 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
528.4520101199423
2192
Now the model for Store 42 and Dept 52 will be created
(100, 2)
(42, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=855.679, Time=0.11 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=854.384, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=854.113, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=854.417, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1024.195, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=855.612, Time=0.05 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=857.602, Time=0.06 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=901.346, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.311 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
11.947507235400542
2193
Now the model for Store 42 and Dept 59 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1071.666, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1131.102, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1074.734, Time=0.04 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1096.541, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1227.659, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1073.660, Time=0.10 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1073.659, Time=0.08 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1083.425, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1072.433, Time=0.05 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1072.243, Time=0.21 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1073.538, Time=0.04 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.721 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
108.85451909207656
2194
Now the model for Store 42 and Dept 60 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1183.829, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1193.579, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1184.360, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1181.372, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1466.984, Time=0.00 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1183.345, Time=0.07 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1185.354, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(0,0,1)(0,0,0)[0] intercept
Total fit time: 0.221 seconds
ARIMA(0,0,1)(0,0,0)[0] intercept
79.44751849650375
2195
Now the model for Store 42 and Dept 67 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1508.807, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1534.960, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1512.210, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1505.808, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1722.716, Time=0.00 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1507.118, Time=0.08 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1509.529, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] : AIC=1632.938, Time=0.03 sec
Best model: ARIMA(0,0,1)(0,0,0)[0] intercept
Total fit time: 0.250 seconds
ARIMA(0,0,1)(0,0,0)[0] intercept
359.2445218056004
2196
Now the model for Store 42 and Dept 7 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1492.991, Time=0.09 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1535.606, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1503.139, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1492.625, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1644.962, Time=0.01 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1492.932, Time=0.11 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1495.133, Time=0.09 sec
ARIMA(0,0,1)(0,0,0)[0] : AIC=1563.681, Time=0.03 sec
Best model: ARIMA(0,0,1)(0,0,0)[0] intercept
Total fit time: 0.415 seconds
ARIMA(0,0,1)(0,0,0)[0] intercept
357.240180312179
2197
Now the model for Store 42 and Dept 79 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1682.174, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1681.455, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1683.176, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1682.491, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2193.091, Time=0.00 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.088 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
1091.6189069767456
2198
Now the model for Store 42 and Dept 8 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1646.088, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1681.894, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1658.372, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1669.900, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2242.114, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1641.889, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1643.836, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1642.690, Time=0.05 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1640.215, Time=0.08 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1641.031, Time=0.03 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=1641.763, Time=0.14 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=1641.628, Time=0.14 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=1641.426, Time=0.08 sec
ARIMA(3,0,3)(0,0,0)[0] intercept : AIC=1643.565, Time=0.16 sec
ARIMA(2,0,2)(0,0,0)[0] : AIC=inf, Time=0.14 sec
Best model: ARIMA(2,0,2)(0,0,0)[0] intercept
Total fit time: 1.005 seconds
ARIMA(2,0,2)(0,0,0)[0] intercept
1462.3246171970359
2199
Now the model for Store 42 and Dept 80 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1728.223, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1736.277, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1733.081, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1726.166, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2218.059, Time=0.00 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1726.274, Time=0.06 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1728.132, Time=0.06 sec
ARIMA(0,0,1)(0,0,0)[0] : AIC=inf, Time=0.04 sec
Best model: ARIMA(0,0,1)(0,0,0)[0] intercept
Total fit time: 0.227 seconds
ARIMA(0,0,1)(0,0,0)[0] intercept
1323.6253422552138
2200
Now the model for Store 42 and Dept 81 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1728.326, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1739.013, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1733.338, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1725.992, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2218.144, Time=0.00 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1727.962, Time=0.07 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1729.607, Time=0.04 sec
ARIMA(0,0,1)(0,0,0)[0] : AIC=inf, Time=0.04 sec
Best model: ARIMA(0,0,1)(0,0,0)[0] intercept
Total fit time: 0.241 seconds
ARIMA(0,0,1)(0,0,0)[0] intercept
1336.0654159436133
2201
Now the model for Store 42 and Dept 82 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1683.150, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1705.080, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1681.645, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1687.551, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2067.918, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1683.105, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1685.048, Time=0.05 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1713.402, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.181 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
533.4547707412311
2202
Now the model for Store 42 and Dept 83 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1592.640, Time=0.08 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1617.465, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1609.933, Time=0.04 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1590.688, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1926.928, Time=0.01 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1591.989, Time=0.10 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1594.730, Time=0.04 sec
ARIMA(0,0,1)(0,0,0)[0] : AIC=inf, Time=0.04 sec
Best model: ARIMA(0,0,1)(0,0,0)[0] intercept
Total fit time: 0.360 seconds
ARIMA(0,0,1)(0,0,0)[0] intercept
789.0265303806713
2203
Now the model for Store 42 and Dept 85 will be created
(100, 2)
(40, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=977.811, Time=0.10 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=989.807, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=978.655, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=981.777, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1156.950, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=979.388, Time=0.17 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=979.146, Time=0.15 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=980.562, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=979.096, Time=0.09 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=inf, Time=0.18 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=982.915, Time=0.03 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.839 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
32.80144075039871
2204
Now the model for Store 42 and Dept 9 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1101.331, Time=0.12 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1119.752, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1108.744, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1113.521, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1269.602, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1103.021, Time=0.14 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1103.033, Time=0.14 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1108.123, Time=0.08 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1103.566, Time=0.07 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1104.626, Time=0.17 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1104.717, Time=0.04 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.832 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
74.92339920805007
2205
Now the model for Store 42 and Dept 90 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2008.448, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2017.479, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2010.999, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2006.280, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2461.171, Time=0.00 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=2007.652, Time=0.05 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2010.358, Time=0.04 sec
ARIMA(0,0,1)(0,0,0)[0] : AIC=2339.217, Time=0.04 sec
Best model: ARIMA(0,0,1)(0,0,0)[0] intercept
Total fit time: 0.196 seconds
ARIMA(0,0,1)(0,0,0)[0] intercept
4801.277141771298
2206
Now the model for Store 42 and Dept 91 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2022.405, Time=0.10 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2032.982, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2032.938, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2018.133, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2419.169, Time=0.00 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=2011.114, Time=0.03 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2011.511, Time=0.06 sec
ARIMA(0,0,3)(0,0,0)[0] intercept : AIC=1978.868, Time=0.10 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=1999.692, Time=0.08 sec
ARIMA(0,0,3)(0,0,0)[0] : AIC=2334.986, Time=0.03 sec
Best model: ARIMA(0,0,3)(0,0,0)[0] intercept
Total fit time: 0.479 seconds
ARIMA(0,0,3)(0,0,0)[0] intercept
5068.776200341969
2207
Now the model for Store 42 and Dept 92 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2173.667, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2181.085, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2178.693, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2171.072, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2551.327, Time=0.00 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=2170.846, Time=0.02 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2170.979, Time=0.04 sec
ARIMA(0,0,3)(0,0,0)[0] intercept : AIC=2154.291, Time=0.06 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=2161.944, Time=0.09 sec
ARIMA(0,0,3)(0,0,0)[0] : AIC=2467.556, Time=0.03 sec
Best model: ARIMA(0,0,3)(0,0,0)[0] intercept
Total fit time: 0.308 seconds
ARIMA(0,0,3)(0,0,0)[0] intercept
10871.41388033917
2208
Now the model for Store 42 and Dept 93 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2008.682, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2011.470, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2010.447, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2005.370, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2365.609, Time=0.00 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=2002.830, Time=0.02 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2003.375, Time=0.03 sec
ARIMA(0,0,3)(0,0,0)[0] intercept : AIC=1986.388, Time=0.04 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=1989.146, Time=0.09 sec
ARIMA(0,0,3)(0,0,0)[0] : AIC=2284.657, Time=0.04 sec
Best model: ARIMA(0,0,3)(0,0,0)[0] intercept
Total fit time: 0.285 seconds
ARIMA(0,0,3)(0,0,0)[0] intercept
4503.397809605467
2209
Now the model for Store 42 and Dept 94 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1917.322, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1927.315, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1915.967, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1915.742, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2378.526, Time=0.01 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1916.811, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1918.440, Time=0.05 sec
ARIMA(0,0,1)(0,0,0)[0] : AIC=2312.476, Time=0.01 sec
Best model: ARIMA(0,0,1)(0,0,0)[0] intercept
Total fit time: 0.187 seconds
ARIMA(0,0,1)(0,0,0)[0] intercept
3271.6118032031754
2210
Now the model for Store 42 and Dept 95 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2023.597, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2040.509, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2030.628, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2021.665, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2487.433, Time=0.00 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=2019.578, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2025.856, Time=0.04 sec
ARIMA(0,0,3)(0,0,0)[0] intercept : AIC=2013.288, Time=0.05 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=2014.288, Time=0.08 sec
ARIMA(0,0,3)(0,0,0)[0] : AIC=2403.901, Time=0.03 sec
Best model: ARIMA(0,0,3)(0,0,0)[0] intercept
Total fit time: 0.330 seconds
ARIMA(0,0,3)(0,0,0)[0] intercept
5221.6801347265755
2211
Now the model for Store 42 and Dept 96 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1737.796, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1746.455, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1739.723, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1742.356, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2206.022, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1737.951, Time=0.05 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1733.450, Time=0.07 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1742.337, Time=0.02 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1730.834, Time=0.22 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=inf, Time=0.25 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=1724.562, Time=0.17 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=1722.504, Time=0.06 sec
ARIMA(0,0,3)(0,0,0)[0] intercept : AIC=1742.444, Time=0.08 sec
ARIMA(1,0,3)(0,0,0)[0] : AIC=1727.245, Time=0.15 sec
Best model: ARIMA(1,0,3)(0,0,0)[0] intercept
Total fit time: 1.157 seconds
ARIMA(1,0,3)(0,0,0)[0] intercept
1591.9049767795493
2212
Now the model for Store 42 and Dept 97 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1847.619, Time=0.13 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1865.621, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1863.889, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1843.802, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2238.988, Time=0.00 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1837.606, Time=0.05 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1843.160, Time=0.04 sec
ARIMA(0,0,3)(0,0,0)[0] intercept : AIC=1808.086, Time=0.11 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=1829.561, Time=0.10 sec
ARIMA(0,0,3)(0,0,0)[0] : AIC=inf, Time=0.15 sec
Best model: ARIMA(0,0,3)(0,0,0)[0] intercept
Total fit time: 0.653 seconds
ARIMA(0,0,3)(0,0,0)[0] intercept
2277.051137500577
2213
Now the model for Store 42 and Dept 98 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1705.386, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1719.239, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1705.654, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1709.281, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2051.749, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1706.521, Time=0.05 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1707.668, Time=0.04 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1709.533, Time=0.02 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1705.922, Time=0.03 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1704.243, Time=0.17 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=1696.720, Time=0.20 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1704.159, Time=0.06 sec
ARIMA(3,0,3)(0,0,0)[0] intercept : AIC=1699.261, Time=0.14 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=1701.751, Time=0.10 sec
ARIMA(3,0,2)(0,0,0)[0] : AIC=1708.696, Time=0.15 sec
Best model: ARIMA(3,0,2)(0,0,0)[0] intercept
Total fit time: 1.046 seconds
ARIMA(3,0,2)(0,0,0)[0] intercept
969.622656942918
2214
Now the model for Store 43 and Dept 1 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1874.705, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1887.933, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1871.904, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1869.659, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2081.056, Time=0.01 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1872.063, Time=0.02 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1874.360, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] : AIC=1994.729, Time=0.03 sec
Best model: ARIMA(0,0,1)(0,0,0)[0] intercept
Total fit time: 0.175 seconds
ARIMA(0,0,1)(0,0,0)[0] intercept
3163.1414829144214
2215
Now the model for Store 43 and Dept 10 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1220.863, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1228.017, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1218.892, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1220.484, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1541.300, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1220.808, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1222.823, Time=0.05 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1259.843, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.193 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
66.91641162931269
2216
Now the model for Store 43 and Dept 11 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1458.436, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1464.796, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1458.499, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1460.563, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1597.546, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1459.247, Time=0.03 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1455.947, Time=0.15 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1460.044, Time=0.07 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=inf, Time=0.18 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=1459.350, Time=0.08 sec
ARIMA(0,0,3)(0,0,0)[0] intercept : AIC=1461.140, Time=0.07 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=inf, Time=0.23 sec
ARIMA(1,0,2)(0,0,0)[0] : AIC=1460.877, Time=0.07 sec
Best model: ARIMA(1,0,2)(0,0,0)[0] intercept
Total fit time: 1.011 seconds
ARIMA(1,0,2)(0,0,0)[0] intercept
169.56120845791284
2217
Now the model for Store 43 and Dept 12 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=945.199, Time=0.11 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=958.175, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=951.412, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=954.360, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1205.646, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=950.283, Time=0.05 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=947.169, Time=0.15 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=949.580, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=948.323, Time=0.08 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=948.732, Time=0.20 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=950.022, Time=0.04 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.775 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
24.210354903716883
2218
Now the model for Store 43 and Dept 13 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1680.314, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1783.659, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1700.887, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1752.056, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2246.348, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1663.150, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1662.244, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1663.287, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1665.144, Time=0.08 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.15 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.435 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
909.8835782343292
2219
Now the model for Store 43 and Dept 14 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1608.273, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1609.222, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1606.444, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1607.309, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1790.801, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1608.078, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1610.087, Time=0.03 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1649.719, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.136 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
186.4000743395773
2220
Now the model for Store 43 and Dept 16 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1642.139, Time=0.11 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1699.556, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1660.207, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1675.660, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1887.286, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1646.299, Time=0.03 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1643.441, Time=0.10 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1668.161, Time=0.08 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1651.015, Time=0.02 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1644.391, Time=0.13 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1644.026, Time=0.03 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.580 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
648.7098150486685
2221
Now the model for Store 43 and Dept 17 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1403.200, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1405.889, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1401.971, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1402.689, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1607.999, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1403.434, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1404.829, Time=0.03 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1444.332, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.143 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
246.01350486691808
2222
Now the model for Store 43 and Dept 2 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1708.786, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1821.315, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1729.269, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1784.867, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2276.919, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1697.605, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1695.608, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1697.625, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1699.307, Time=0.08 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.315 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
1235.8941026303787
2223
Now the model for Store 43 and Dept 21 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1315.399, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1345.973, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1318.634, Time=0.04 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1328.831, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1760.447, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1315.909, Time=0.10 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1317.360, Time=0.04 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1325.737, Time=0.08 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1315.923, Time=0.04 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1314.522, Time=0.08 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=1309.957, Time=0.23 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1313.765, Time=0.05 sec
ARIMA(3,0,3)(0,0,0)[0] intercept : AIC=inf, Time=0.24 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=1316.107, Time=0.18 sec
ARIMA(3,0,2)(0,0,0)[0] : AIC=1317.828, Time=0.18 sec
Best model: ARIMA(3,0,2)(0,0,0)[0] intercept
Total fit time: 1.399 seconds
ARIMA(3,0,2)(0,0,0)[0] intercept
112.19373951148829
2224
Now the model for Store 43 and Dept 3 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1448.632, Time=0.09 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1496.369, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1447.119, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1451.699, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1675.615, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1448.847, Time=0.06 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1450.566, Time=0.07 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1463.451, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.315 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
402.17294434290545
2225
Now the model for Store 43 and Dept 38 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2056.635, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2053.593, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2054.617, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2054.611, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2470.887, Time=0.01 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.121 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
9138.334681395341
2226
Now the model for Store 43 and Dept 4 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1785.190, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1804.431, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1785.567, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1791.247, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2252.621, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1786.525, Time=0.05 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1783.215, Time=0.05 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1788.508, Time=0.08 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1779.008, Time=0.22 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=1770.978, Time=0.26 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1784.974, Time=0.08 sec
ARIMA(3,0,3)(0,0,0)[0] intercept : AIC=1771.156, Time=0.34 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=1781.288, Time=0.10 sec
ARIMA(3,0,2)(0,0,0)[0] : AIC=1775.749, Time=0.17 sec
Best model: ARIMA(3,0,2)(0,0,0)[0] intercept
Total fit time: 1.470 seconds
ARIMA(3,0,2)(0,0,0)[0] intercept
1278.1150062682095
2227
Now the model for Store 43 and Dept 40 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1696.756, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1835.824, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1703.459, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1779.359, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2249.715, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1696.467, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1694.468, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1696.455, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1698.220, Time=0.08 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.325 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
1752.90536667254
2228
Now the model for Store 43 and Dept 42 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=991.491, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=987.890, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=988.873, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=989.077, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1335.584, Time=0.00 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.131 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
32.65789302325581
2229
Now the model for Store 43 and Dept 46 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1589.515, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1745.669, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1598.729, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1688.088, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2082.646, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1588.087, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1587.086, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1588.386, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1590.034, Time=0.08 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.310 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
796.577823588388
2230
Now the model for Store 43 and Dept 52 will be created
(100, 2)
(41, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=936.193, Time=0.09 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=957.433, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=936.236, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=939.981, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1095.329, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=935.928, Time=0.19 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=937.914, Time=0.05 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=936.491, Time=0.19 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=936.683, Time=0.17 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=935.023, Time=0.13 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=940.381, Time=0.06 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=936.543, Time=0.15 sec
ARIMA(0,0,3)(0,0,0)[0] intercept : AIC=940.796, Time=0.08 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=inf, Time=0.12 sec
ARIMA(1,0,2)(0,0,0)[0] : AIC=937.098, Time=0.07 sec
Best model: ARIMA(1,0,2)(0,0,0)[0] intercept
Total fit time: 1.386 seconds
ARIMA(1,0,2)(0,0,0)[0] intercept
27.60259193662192
2231
Now the model for Store 43 and Dept 67 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1579.067, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1600.585, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1580.526, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1574.775, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1735.512, Time=0.00 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1576.698, Time=0.08 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1578.683, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] : AIC=1660.365, Time=0.03 sec
Best model: ARIMA(0,0,1)(0,0,0)[0] intercept
Total fit time: 0.289 seconds
ARIMA(0,0,1)(0,0,0)[0] intercept
331.1269948527226
2232
Now the model for Store 43 and Dept 7 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1412.972, Time=0.09 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1448.377, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1414.553, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1425.791, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1572.428, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1412.492, Time=0.17 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1414.556, Time=0.02 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1417.157, Time=0.10 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1416.236, Time=0.15 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1412.694, Time=0.14 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1415.366, Time=0.02 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=inf, Time=0.22 sec
ARIMA(2,0,1)(0,0,0)[0] : AIC=1414.675, Time=0.08 sec
Best model: ARIMA(2,0,1)(0,0,0)[0] intercept
Total fit time: 1.065 seconds
ARIMA(2,0,1)(0,0,0)[0] intercept
204.3272932838381
2233
Now the model for Store 43 and Dept 74 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1268.465, Time=0.09 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1343.197, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1281.017, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1312.774, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1574.579, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1268.543, Time=0.08 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1267.692, Time=0.10 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1296.610, Time=0.08 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1269.419, Time=0.16 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=1269.621, Time=0.03 sec
ARIMA(0,0,3)(0,0,0)[0] intercept : AIC=1286.623, Time=0.12 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=inf, Time=0.23 sec
ARIMA(1,0,2)(0,0,0)[0] : AIC=1273.739, Time=0.03 sec
Best model: ARIMA(1,0,2)(0,0,0)[0] intercept
Total fit time: 1.006 seconds
ARIMA(1,0,2)(0,0,0)[0] intercept
175.10315196375933
2234
Now the model for Store 43 and Dept 79 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2076.707, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2072.703, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2074.646, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2074.705, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2218.987, Time=0.00 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.053 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
2050.4046023255837
2235
Now the model for Store 43 and Dept 8 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1626.072, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1707.356, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1645.605, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1681.438, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2184.716, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1611.781, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1612.200, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1612.806, Time=0.03 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1614.289, Time=0.09 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1614.992, Time=0.04 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1610.846, Time=0.05 sec
ARIMA(3,0,0)(0,0,0)[0] : AIC=inf, Time=0.04 sec
Best model: ARIMA(3,0,0)(0,0,0)[0] intercept
Total fit time: 0.471 seconds
ARIMA(3,0,0)(0,0,0)[0] intercept
508.095735345778
2236
Now the model for Store 43 and Dept 80 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1788.606, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1861.962, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1787.020, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1815.454, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2235.868, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1788.524, Time=0.07 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1790.553, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=inf, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.214 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1025.4544457748289
2237
Now the model for Store 43 and Dept 81 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1706.462, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1760.620, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1709.211, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1732.244, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2261.982, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1708.089, Time=0.05 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1707.938, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1718.396, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1706.892, Time=0.03 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1708.154, Time=0.08 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1710.763, Time=0.06 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.418 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
823.3774906286674
2238
Now the model for Store 43 and Dept 82 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1695.171, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1708.772, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1694.316, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1694.059, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2095.074, Time=0.00 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1694.151, Time=0.07 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1697.602, Time=0.04 sec
ARIMA(0,0,1)(0,0,0)[0] : AIC=1984.157, Time=0.05 sec
Best model: ARIMA(0,0,1)(0,0,0)[0] intercept
Total fit time: 0.221 seconds
ARIMA(0,0,1)(0,0,0)[0] intercept
586.6556576164726
2239
Now the model for Store 43 and Dept 83 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1680.250, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1724.813, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1677.784, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1687.992, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1993.785, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1679.731, Time=0.04 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1683.100, Time=0.08 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1697.494, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.216 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
891.1035826250285
2240
Now the model for Store 43 and Dept 9 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1112.257, Time=0.08 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1180.137, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1117.789, Time=0.04 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1141.036, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1283.610, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1114.193, Time=0.13 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1114.137, Time=0.09 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1136.709, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1114.934, Time=0.07 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1114.811, Time=0.13 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1114.542, Time=0.03 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.701 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
121.28437990853784
2241
Now the model for Store 43 and Dept 90 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1935.391, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1940.178, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1933.549, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1935.225, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2500.262, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1935.306, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1937.289, Time=0.06 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=inf, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.157 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
3665.2037430428127
2242
Now the model for Store 43 and Dept 91 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1937.393, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2007.518, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1941.238, Time=0.04 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1952.900, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2382.224, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1949.323, Time=0.13 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1934.254, Time=0.04 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1914.587, Time=0.07 sec
ARIMA(0,0,3)(0,0,0)[0] intercept : AIC=1915.903, Time=0.10 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=1921.957, Time=0.07 sec
ARIMA(0,0,2)(0,0,0)[0] : AIC=inf, Time=0.06 sec
Best model: ARIMA(0,0,2)(0,0,0)[0] intercept
Total fit time: 0.594 seconds
ARIMA(0,0,2)(0,0,0)[0] intercept
2858.654320328635
2243
Now the model for Store 43 and Dept 92 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2098.394, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2100.364, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2097.867, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2096.421, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2554.848, Time=0.00 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=2098.680, Time=0.02 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2100.144, Time=0.04 sec
ARIMA(0,0,1)(0,0,0)[0] : AIC=2487.997, Time=0.02 sec
Best model: ARIMA(0,0,1)(0,0,0)[0] intercept
Total fit time: 0.143 seconds
ARIMA(0,0,1)(0,0,0)[0] intercept
5993.128785936949
2244
Now the model for Store 43 and Dept 93 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1935.596, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1939.974, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1933.968, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1933.734, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2388.019, Time=0.00 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1935.595, Time=0.02 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1937.495, Time=0.05 sec
ARIMA(0,0,1)(0,0,0)[0] : AIC=2274.840, Time=0.05 sec
Best model: ARIMA(0,0,1)(0,0,0)[0] intercept
Total fit time: 0.213 seconds
ARIMA(0,0,1)(0,0,0)[0] intercept
2166.5386940518224
2245
Now the model for Store 43 and Dept 94 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1933.670, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2041.956, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1941.821, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2003.670, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2455.977, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1935.103, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1934.603, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1969.030, Time=0.10 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1938.082, Time=0.05 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1937.066, Time=0.07 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1936.520, Time=0.06 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.417 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
3311.177971311651
2246
Now the model for Store 43 and Dept 95 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2055.538, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2083.632, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2058.128, Time=0.05 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2068.119, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2527.803, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2056.172, Time=0.10 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2055.903, Time=0.04 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=2067.239, Time=0.02 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2057.879, Time=0.02 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=inf, Time=0.22 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=2055.172, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] : AIC=2461.370, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=inf, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] : AIC=2056.535, Time=0.08 sec
ARIMA(1,0,2)(0,0,0)[0] : AIC=2056.782, Time=0.04 sec
ARIMA(0,0,2)(0,0,0)[0] : AIC=2446.434, Time=0.02 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.03 sec
ARIMA(2,0,2)(0,0,0)[0] : AIC=2058.203, Time=0.09 sec
Best model: ARIMA(1,0,1)(0,0,0)[0]
Total fit time: 0.826 seconds
ARIMA(1,0,1)(0,0,0)[0]
6036.519697434074
2247
Now the model for Store 43 and Dept 96 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1957.180, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1957.166, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1955.264, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1955.530, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2316.739, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1957.202, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1959.135, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2006.669, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.170 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
2766.3009141039806
2248
Now the model for Store 43 and Dept 97 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1767.801, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1819.285, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1766.138, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1777.510, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2262.465, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1767.807, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1769.172, Time=0.08 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=inf, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.227 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1218.7737862097322
2249
Now the model for Store 43 and Dept 98 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1824.505, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1830.752, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1823.183, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1824.190, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2132.472, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1824.919, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1826.218, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1865.731, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.184 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1546.2464020424022
2250
Now the model for Store 44 and Dept 1 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1819.445, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1834.394, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1818.124, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1818.230, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2089.360, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1818.824, Time=0.05 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1820.781, Time=0.03 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1851.493, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.158 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1150.1996555284907
2251
Now the model for Store 44 and Dept 10 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1061.403, Time=0.11 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1074.999, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1063.617, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1067.197, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1326.668, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1063.352, Time=0.14 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1063.338, Time=0.13 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1066.132, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1062.529, Time=0.02 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1063.858, Time=0.11 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1069.455, Time=0.04 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.708 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
75.3825798113186
2252
Now the model for Store 44 and Dept 11 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1325.517, Time=0.10 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1385.780, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1337.800, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1356.728, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1592.383, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1327.516, Time=0.14 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1327.515, Time=0.12 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1349.377, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1334.094, Time=0.07 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=inf, Time=0.20 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1328.456, Time=0.05 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.821 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
277.4435360786218
2253
Now the model for Store 44 and Dept 12 will be created
(100, 2)
(42, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=897.965, Time=0.11 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=913.755, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=911.628, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=913.400, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1146.696, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=892.431, Time=0.13 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=896.021, Time=0.07 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=894.431, Time=0.17 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=894.429, Time=0.18 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=892.641, Time=0.11 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=895.095, Time=0.10 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=inf, Time=0.23 sec
ARIMA(2,0,1)(0,0,0)[0] : AIC=897.549, Time=0.05 sec
Best model: ARIMA(2,0,1)(0,0,0)[0] intercept
Total fit time: 1.254 seconds
ARIMA(2,0,1)(0,0,0)[0] intercept
36.490789219690726
2254
Now the model for Store 44 and Dept 13 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1531.133, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1535.277, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1532.690, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1534.069, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2059.827, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1529.580, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1529.524, Time=0.04 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1527.578, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1528.827, Time=0.09 sec
ARIMA(3,0,0)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(3,0,0)(0,0,0)[0] intercept
Total fit time: 0.363 seconds
ARIMA(3,0,0)(0,0,0)[0] intercept
790.3045105928661
2255
Now the model for Store 44 and Dept 14 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1396.208, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1399.625, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1394.254, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1394.929, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1611.101, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1396.201, Time=0.05 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1398.167, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1435.130, Time=0.02 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.191 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
142.54565580751972
2256
Now the model for Store 44 and Dept 16 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1436.609, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1484.765, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1435.854, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1449.555, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1653.894, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1436.982, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1437.059, Time=0.17 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1451.935, Time=0.02 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.290 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
213.49664569760594
2257
Now the model for Store 44 and Dept 17 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1211.798, Time=0.08 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1279.672, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1225.147, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1250.419, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1474.631, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1213.133, Time=0.12 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1212.167, Time=0.13 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1240.980, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1215.112, Time=0.05 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=inf, Time=0.19 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1215.349, Time=0.04 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.780 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
72.90696532306127
2258
Now the model for Store 44 and Dept 2 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1607.240, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1613.917, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1610.448, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1612.408, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2107.688, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1602.962, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1604.082, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1600.630, Time=0.05 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1598.628, Time=0.06 sec
ARIMA(3,0,0)(0,0,0)[0] : AIC=inf, Time=0.04 sec
Best model: ARIMA(3,0,0)(0,0,0)[0] intercept
Total fit time: 0.321 seconds
ARIMA(3,0,0)(0,0,0)[0] intercept
1231.2518436013795
2259
Now the model for Store 44 and Dept 21 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1233.974, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1233.766, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1231.948, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1232.436, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1608.268, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1233.795, Time=0.04 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1235.773, Time=0.08 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1284.346, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.238 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
145.78514853071883
2260
Now the model for Store 44 and Dept 25 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=844.270, Time=0.09 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=852.573, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=848.822, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=850.392, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1004.726, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=845.963, Time=0.11 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=845.909, Time=0.12 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=849.726, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=847.373, Time=0.06 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=inf, Time=0.20 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=850.340, Time=0.06 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.767 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
19.958044661275373
2261
Now the model for Store 44 and Dept 28 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1122.047, Time=0.08 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1122.152, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1120.124, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1120.516, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1203.346, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1122.025, Time=0.04 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1124.019, Time=0.07 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1150.980, Time=0.02 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.291 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
21.053304819195294
2262
Now the model for Store 44 and Dept 3 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1358.929, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1387.184, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1356.959, Time=0.04 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1361.717, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1562.051, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1358.962, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1360.933, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1379.438, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.221 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
182.73808732567062
2263
Now the model for Store 44 and Dept 38 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1999.515, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1997.192, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1997.440, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1997.476, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2424.167, Time=0.00 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.068 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
7285.180330232553
2264
Now the model for Store 44 and Dept 4 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1551.468, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1563.484, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1554.840, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1557.235, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2060.763, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1551.103, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1553.167, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1544.371, Time=0.07 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1543.005, Time=0.04 sec
ARIMA(3,0,0)(0,0,0)[0] : AIC=inf, Time=0.04 sec
Best model: ARIMA(3,0,0)(0,0,0)[0] intercept
Total fit time: 0.399 seconds
ARIMA(3,0,0)(0,0,0)[0] intercept
898.2650207690548
2265
Now the model for Store 44 and Dept 40 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1611.747, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1614.577, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1610.823, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1612.340, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2203.794, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1610.023, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1612.004, Time=0.05 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1612.050, Time=0.07 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1614.028, Time=0.11 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.402 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
1825.1092636300336
2266
Now the model for Store 44 and Dept 42 will be created
(100, 2)
(35, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=930.106, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=926.127, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=928.027, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=928.047, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1114.409, Time=0.01 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.129 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
26.31013428571429
2267
Now the model for Store 44 and Dept 46 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1539.269, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1563.451, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1548.453, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1554.857, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2022.033, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1535.920, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1539.205, Time=0.02 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1533.929, Time=0.08 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1532.767, Time=0.04 sec
ARIMA(3,0,0)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(3,0,0)(0,0,0)[0] intercept
Total fit time: 0.354 seconds
ARIMA(3,0,0)(0,0,0)[0] intercept
413.91291279440355
2268
Now the model for Store 44 and Dept 5 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1513.184, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1553.354, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1512.070, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1526.831, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1687.241, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1513.107, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1515.136, Time=0.03 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1529.083, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.180 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
292.083566277259
2269
Now the model for Store 44 and Dept 52 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=840.350, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=843.623, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=840.054, Time=0.04 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=841.187, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=989.736, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=840.555, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=842.223, Time=0.10 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=878.090, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.291 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
15.490445559863572
2270
Now the model for Store 44 and Dept 59 will be created
(100, 2)
(24, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=997.191, Time=0.10 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1045.009, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1024.960, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1033.080, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1234.907, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=997.376, Time=0.13 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=996.820, Time=0.14 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1029.037, Time=0.07 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=inf, Time=0.16 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=998.373, Time=0.20 sec
ARIMA(0,0,3)(0,0,0)[0] intercept : AIC=1014.147, Time=0.08 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=996.156, Time=0.18 sec
ARIMA(3,0,3)(0,0,0)[0] intercept : AIC=inf, Time=0.27 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=994.379, Time=0.16 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=997.059, Time=0.18 sec
ARIMA(3,0,2)(0,0,0)[0] : AIC=995.185, Time=0.08 sec
Best model: ARIMA(3,0,2)(0,0,0)[0] intercept
Total fit time: 1.862 seconds
ARIMA(3,0,2)(0,0,0)[0] intercept
56.05186728213598
2271
Now the model for Store 44 and Dept 60 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1229.658, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1229.784, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1227.889, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1228.837, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1481.454, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1228.056, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1229.686, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1276.519, Time=0.02 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.185 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
58.4074849462402
2272
Now the model for Store 44 and Dept 67 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1505.147, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1525.241, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1507.561, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1501.275, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1696.151, Time=0.01 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1503.176, Time=0.09 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1505.265, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] : AIC=1613.112, Time=0.02 sec
Best model: ARIMA(0,0,1)(0,0,0)[0] intercept
Total fit time: 0.265 seconds
ARIMA(0,0,1)(0,0,0)[0] intercept
377.6945415933924
2273
Now the model for Store 44 and Dept 7 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1427.642, Time=0.09 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1463.263, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1431.819, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1425.981, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1584.559, Time=0.00 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1427.739, Time=0.08 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1427.062, Time=0.15 sec
ARIMA(0,0,1)(0,0,0)[0] : AIC=1502.728, Time=0.03 sec
Best model: ARIMA(0,0,1)(0,0,0)[0] intercept
Total fit time: 0.443 seconds
ARIMA(0,0,1)(0,0,0)[0] intercept
247.45213656805296
2274
Now the model for Store 44 and Dept 74 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1260.018, Time=0.09 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1367.020, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1262.225, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1315.518, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1514.712, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1261.811, Time=0.06 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1261.719, Time=0.11 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1289.653, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1259.807, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1261.812, Time=0.06 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1263.783, Time=0.10 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1264.243, Time=0.03 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.599 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
240.06605734600126
2275
Now the model for Store 44 and Dept 79 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1474.674, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1475.137, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1475.340, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1475.636, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1961.693, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1469.759, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1470.525, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1468.555, Time=0.06 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1468.241, Time=0.05 sec
ARIMA(3,0,0)(0,0,0)[0] : AIC=inf, Time=0.07 sec
Best model: ARIMA(3,0,0)(0,0,0)[0] intercept
Total fit time: 0.385 seconds
ARIMA(3,0,0)(0,0,0)[0] intercept
573.0999359460382
2276
Now the model for Store 44 and Dept 8 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1463.711, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1461.875, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1462.738, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1462.962, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1982.869, Time=0.00 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.101 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
458.5484534883711
2277
Now the model for Store 44 and Dept 80 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1483.746, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1486.623, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1482.576, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1483.453, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1982.939, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1483.815, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1485.310, Time=0.06 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=inf, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.186 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
724.0842173009553
2278
Now the model for Store 44 and Dept 81 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1506.464, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1542.160, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1513.482, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1525.985, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2063.285, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1506.058, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1505.421, Time=0.04 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1504.494, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1505.483, Time=0.09 sec
ARIMA(3,0,0)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(3,0,0)(0,0,0)[0] intercept
Total fit time: 0.382 seconds
ARIMA(3,0,0)(0,0,0)[0] intercept
1146.5613169426297
2279
Now the model for Store 44 and Dept 82 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1705.173, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1722.548, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1703.177, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1707.289, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1941.897, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1705.115, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1707.152, Time=0.03 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1732.496, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.127 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
651.3222284803779
2280
Now the model for Store 44 and Dept 83 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1376.043, Time=0.13 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1393.053, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1382.083, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1384.066, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1666.385, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1378.612, Time=0.18 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1382.347, Time=0.09 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1385.441, Time=0.09 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1382.834, Time=0.07 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1380.584, Time=0.24 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1380.478, Time=0.04 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.940 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
124.84428530415242
2281
Now the model for Store 44 and Dept 87 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1213.035, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1209.064, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1211.051, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1211.051, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1344.669, Time=0.00 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.094 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
158.93992790697672
2282
Now the model for Store 44 and Dept 90 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1833.412, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1883.793, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1851.226, Time=0.06 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1865.708, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2348.264, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1829.246, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1837.826, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1826.473, Time=0.08 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1831.235, Time=0.03 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=1816.277, Time=0.17 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1821.386, Time=0.19 sec
ARIMA(3,0,3)(0,0,0)[0] intercept : AIC=1820.563, Time=0.19 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=1818.860, Time=0.14 sec
ARIMA(3,0,2)(0,0,0)[0] : AIC=1824.560, Time=0.09 sec
Best model: ARIMA(3,0,2)(0,0,0)[0] intercept
Total fit time: 1.135 seconds
ARIMA(3,0,2)(0,0,0)[0] intercept
1785.9256631519956
2283
Now the model for Store 44 and Dept 91 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1693.010, Time=0.10 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1690.007, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1691.731, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1691.800, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2241.532, Time=0.00 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.169 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
1835.8275744186026
2284
Now the model for Store 44 and Dept 92 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1936.445, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1953.674, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1944.095, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1948.867, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2394.762, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1930.838, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1935.225, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1928.522, Time=0.07 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1930.979, Time=0.05 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=1918.832, Time=0.18 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1926.660, Time=0.11 sec
ARIMA(3,0,3)(0,0,0)[0] intercept : AIC=1921.857, Time=0.17 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=1921.216, Time=0.14 sec
ARIMA(3,0,2)(0,0,0)[0] : AIC=1929.138, Time=0.11 sec
Best model: ARIMA(3,0,2)(0,0,0)[0] intercept
Total fit time: 0.994 seconds
ARIMA(3,0,2)(0,0,0)[0] intercept
5130.787413968782
2285
Now the model for Store 44 and Dept 93 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1684.466, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1704.318, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1689.852, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1696.381, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2135.908, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1679.571, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1679.642, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1679.628, Time=0.09 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1675.418, Time=0.12 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1682.702, Time=0.06 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=1676.321, Time=0.21 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=1676.963, Time=0.23 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=1678.755, Time=0.08 sec
ARIMA(3,0,3)(0,0,0)[0] intercept : AIC=1672.208, Time=0.26 sec
ARIMA(3,0,3)(0,0,0)[0] : AIC=1672.636, Time=0.20 sec
Best model: ARIMA(3,0,3)(0,0,0)[0] intercept
Total fit time: 1.473 seconds
ARIMA(3,0,3)(0,0,0)[0] intercept
2066.7143272702992
2286
Now the model for Store 44 and Dept 94 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1788.117, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1854.177, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1805.657, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1833.501, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2293.883, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1785.878, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1790.995, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1784.059, Time=0.06 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1784.011, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(3,0,0)(0,0,0)[0] intercept
Total fit time: 0.244 seconds
ARIMA(3,0,0)(0,0,0)[0] intercept
4434.842297847313
2287
Now the model for Store 44 and Dept 95 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1826.623, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1860.998, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1834.926, Time=0.07 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1846.768, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2346.177, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1825.236, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1827.955, Time=0.01 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1822.143, Time=0.08 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1821.888, Time=0.04 sec
ARIMA(3,0,0)(0,0,0)[0] : AIC=inf, Time=0.04 sec
Best model: ARIMA(3,0,0)(0,0,0)[0] intercept
Total fit time: 0.355 seconds
ARIMA(3,0,0)(0,0,0)[0] intercept
4821.382998667102
2288
Now the model for Store 44 and Dept 96 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1497.230, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1531.678, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1499.648, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1510.568, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1878.944, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1498.253, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1497.630, Time=0.04 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1506.085, Time=0.09 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1498.621, Time=0.03 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=inf, Time=0.19 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1498.101, Time=0.05 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.532 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
387.08920623317107
2289
Now the model for Store 44 and Dept 97 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1549.264, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1591.921, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1557.848, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1573.803, Time=0.08 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2040.737, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1545.734, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1544.729, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1544.790, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1546.780, Time=0.09 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.368 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
769.745409803398
2290
Now the model for Store 44 and Dept 98 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1525.177, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1542.446, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1522.951, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1523.292, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1919.461, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1524.881, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1526.481, Time=0.13 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1556.911, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.292 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
269.4939217532808
2291
Now the model for Store 45 and Dept 1 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2124.753, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2158.938, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2127.908, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2125.901, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2282.519, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2125.129, Time=0.05 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2126.215, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=2124.543, Time=0.02 sec
ARIMA(0,0,3)(0,0,0)[0] intercept : AIC=2126.170, Time=0.03 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=2128.234, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] : AIC=2203.479, Time=0.02 sec
Best model: ARIMA(0,0,2)(0,0,0)[0] intercept
Total fit time: 0.229 seconds
ARIMA(0,0,2)(0,0,0)[0] intercept
6254.0989808624445
2292
Now the model for Store 45 and Dept 10 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1769.834, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1782.706, Time=0.14 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1768.447, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1773.018, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2202.219, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1769.250, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1771.238, Time=0.08 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=inf, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.337 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1469.442885309739
2293
Now the model for Store 45 and Dept 11 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1995.167, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2022.391, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1994.128, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1998.329, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2214.572, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1994.837, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1997.096, Time=0.07 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2018.906, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.167 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
4676.119662314867
2294
Now the model for Store 45 and Dept 12 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1505.932, Time=0.12 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1577.360, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1516.693, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1544.416, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1924.451, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1507.756, Time=0.09 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1506.684, Time=0.08 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1534.381, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1507.648, Time=0.06 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1508.774, Time=0.16 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1511.053, Time=0.04 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.686 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
521.3153541162985
2295
Now the model for Store 45 and Dept 13 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1802.929, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1816.174, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1808.101, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1813.626, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2329.041, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1785.451, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1781.862, Time=0.08 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1784.277, Time=0.05 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1781.664, Time=0.17 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=1785.546, Time=0.23 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1789.763, Time=0.08 sec
ARIMA(3,0,1)(0,0,0)[0] : AIC=1789.754, Time=0.18 sec
Best model: ARIMA(3,0,1)(0,0,0)[0] intercept
Total fit time: 0.917 seconds
ARIMA(3,0,1)(0,0,0)[0] intercept
1253.3917741370349
2296
Now the model for Store 45 and Dept 14 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2011.130, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2031.754, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2014.697, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2022.481, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2200.700, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2010.295, Time=0.03 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2008.871, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=2010.562, Time=0.02 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2012.131, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=2018.634, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.194 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
3283.9521005433444
2297
Now the model for Store 45 and Dept 16 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2037.502, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2193.497, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2039.596, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2121.289, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2278.973, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2039.217, Time=0.06 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2039.169, Time=0.04 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=2128.245, Time=0.02 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2038.564, Time=0.02 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=2040.511, Time=0.08 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=2037.345, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] : AIC=2219.971, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2041.272, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] : AIC=2039.200, Time=0.06 sec
ARIMA(1,0,2)(0,0,0)[0] : AIC=2039.059, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] : AIC=2205.799, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=2039.197, Time=0.02 sec
ARIMA(2,0,2)(0,0,0)[0] : AIC=2033.596, Time=0.08 sec
ARIMA(3,0,2)(0,0,0)[0] : AIC=2029.389, Time=0.08 sec
ARIMA(3,0,1)(0,0,0)[0] : AIC=2038.136, Time=0.04 sec
ARIMA(3,0,3)(0,0,0)[0] : AIC=2029.633, Time=0.09 sec
ARIMA(2,0,3)(0,0,0)[0] : AIC=2029.240, Time=0.06 sec
ARIMA(1,0,3)(0,0,0)[0] : AIC=2030.494, Time=0.05 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=2027.942, Time=0.06 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=2029.961, Time=0.05 sec
ARIMA(3,0,3)(0,0,0)[0] intercept : AIC=2028.706, Time=0.10 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=2030.787, Time=0.11 sec
Best model: ARIMA(2,0,3)(0,0,0)[0] intercept
Total fit time: 1.219 seconds
ARIMA(2,0,3)(0,0,0)[0] intercept
9247.447084506906
2298
Now the model for Store 45 and Dept 17 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1850.015, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1880.904, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1853.872, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1865.096, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2148.977, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1849.512, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1847.783, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1849.526, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1851.444, Time=0.08 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.301 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
1560.3368614336216
2299
Now the model for Store 45 and Dept 19 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1430.319, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1447.650, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1433.288, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1439.677, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1738.053, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1427.917, Time=0.03 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1426.065, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1427.908, Time=0.05 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1429.875, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1442.229, Time=0.03 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.270 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
205.83276744437603
2300
Now the model for Store 45 and Dept 2 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1967.423, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1969.343, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1966.175, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1967.265, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2384.457, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1965.510, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1967.525, Time=0.05 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1967.496, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1969.489, Time=0.10 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.310 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
1641.3338184054146
2301
Now the model for Store 45 and Dept 20 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1639.727, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1675.031, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1646.907, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1660.024, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2000.653, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1638.677, Time=0.03 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1638.360, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1638.764, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1639.948, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.04 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.289 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
950.2999156729572
2302
Now the model for Store 45 and Dept 21 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1591.101, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1592.680, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1589.952, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1591.568, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1955.600, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1587.390, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1588.942, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1588.653, Time=0.08 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1590.703, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.305 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
535.1435691318958
2303
Now the model for Store 45 and Dept 22 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1866.114, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1885.260, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1866.807, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1874.485, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2110.823, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1866.189, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1868.055, Time=0.04 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1869.019, Time=0.02 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1864.163, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1866.195, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1868.165, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1878.121, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.323 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
1990.0533532384075
2304
Now the model for Store 45 and Dept 23 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2087.109, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2108.625, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2085.505, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2092.653, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2314.133, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2086.677, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2088.649, Time=0.03 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2113.123, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.136 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
3999.6262416909153
2305
Now the model for Store 45 and Dept 24 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1805.114, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1830.000, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1803.499, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1813.061, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2026.032, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1804.547, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1806.173, Time=0.05 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1828.903, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.150 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1188.7862301548046
2306
Now the model for Store 45 and Dept 25 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1766.063, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1784.733, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1764.351, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1768.602, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2101.828, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1766.028, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1768.000, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1797.192, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.157 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1195.6817811535825
2307
Now the model for Store 45 and Dept 26 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1798.944, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1814.752, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1800.817, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1807.475, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2077.945, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1796.459, Time=0.03 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1794.449, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1796.448, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1798.457, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1809.959, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.225 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
1768.9490476454782
2308
Now the model for Store 45 and Dept 27 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1586.903, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1622.896, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1587.739, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1600.254, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1764.501, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1588.050, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1588.203, Time=0.09 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1592.126, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1586.014, Time=0.04 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1588.043, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1590.050, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1595.244, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.442 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
489.39267773851986
2309
Now the model for Store 45 and Dept 28 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1307.593, Time=0.09 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1418.207, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1314.355, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1374.360, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1603.456, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1299.528, Time=0.12 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1302.771, Time=0.07 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1301.057, Time=0.18 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1300.870, Time=0.17 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1305.014, Time=0.07 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1300.171, Time=0.12 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=1301.941, Time=0.24 sec
ARIMA(2,0,1)(0,0,0)[0] : AIC=1304.850, Time=0.05 sec
Best model: ARIMA(2,0,1)(0,0,0)[0] intercept
Total fit time: 1.207 seconds
ARIMA(2,0,1)(0,0,0)[0] intercept
216.94616964376846
2310
Now the model for Store 45 and Dept 29 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1793.378, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1815.270, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1792.569, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1800.145, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2002.089, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1793.010, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1794.998, Time=0.03 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1819.121, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.133 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
792.2273847380118
2311
Now the model for Store 45 and Dept 3 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1893.496, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2013.957, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1895.097, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1945.171, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2142.692, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1893.474, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1891.690, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1892.019, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1893.938, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1900.562, Time=0.01 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.273 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
4144.993989253198
2312
Now the model for Store 45 and Dept 30 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1530.664, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1590.672, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1546.102, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1571.603, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1894.449, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1516.829, Time=0.03 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1514.820, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1516.835, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1518.790, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.05 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.286 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
457.20288494638316
2313
Now the model for Store 45 and Dept 31 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1725.147, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1758.754, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1723.210, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1730.636, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1899.489, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1725.070, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1727.106, Time=0.03 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1742.697, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.149 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
839.9680829477763
2314
Now the model for Store 45 and Dept 32 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1924.973, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1934.337, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1923.394, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1926.538, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2039.299, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1924.622, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1926.592, Time=0.03 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1950.008, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.121 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1637.7435383124146
2315
Now the model for Store 45 and Dept 33 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1797.549, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1807.901, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1795.557, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1798.820, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2015.033, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1797.186, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1798.959, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1829.389, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.137 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
951.6661631986952
2316
Now the model for Store 45 and Dept 34 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1878.523, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1909.280, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1878.695, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1890.289, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2196.896, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1879.816, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1880.380, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1883.357, Time=0.02 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1877.829, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1879.837, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1881.816, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1893.757, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.306 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
2983.7563450808248
2317
Now the model for Store 45 and Dept 35 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1589.789, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1626.830, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1590.706, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1605.371, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1874.535, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1589.486, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1587.680, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1589.503, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1591.275, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1598.616, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.249 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
790.819384177176
2318
Now the model for Store 45 and Dept 36 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1644.905, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1713.179, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1643.045, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1670.251, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1819.508, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1644.782, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1646.729, Time=0.03 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1652.106, Time=0.02 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.163 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
993.5507210387649
2319
Now the model for Store 45 and Dept 38 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2011.649, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2007.596, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2008.978, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2009.214, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2458.469, Time=0.00 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.078 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
5184.214527906968
2320
Now the model for Store 45 and Dept 4 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1784.942, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1780.789, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1781.453, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1781.768, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2304.835, Time=0.01 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.124 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
1184.7104000000004
2321
Now the model for Store 45 and Dept 40 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1880.707, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1879.188, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1879.395, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1880.126, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2400.035, Time=0.00 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.103 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
2446.553888372093
2322
Now the model for Store 45 and Dept 41 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1807.338, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1825.744, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1805.473, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1810.442, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1923.823, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1807.100, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1809.066, Time=0.03 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1825.695, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.155 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1069.060383831247
2323
Now the model for Store 45 and Dept 42 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1518.762, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1545.087, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1520.073, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1530.832, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1960.680, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1514.534, Time=0.10 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1512.979, Time=0.06 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1514.167, Time=0.10 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1516.318, Time=0.09 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.04 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.463 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
548.6195362234096
2324
Now the model for Store 45 and Dept 44 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1612.344, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1638.889, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1612.556, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1619.461, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1870.833, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1613.901, Time=0.03 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1614.356, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1617.846, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1612.308, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1613.174, Time=0.02 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1615.199, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1626.372, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.318 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
396.92173949707063
2325
Now the model for Store 45 and Dept 46 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1939.715, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1963.341, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1938.223, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1945.810, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2217.060, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1939.240, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1941.095, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1966.009, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.173 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1848.129998269427
2326
Now the model for Store 45 and Dept 5 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2147.690, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2179.514, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2148.734, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2161.644, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2284.524, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2149.253, Time=0.02 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2150.497, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=2156.118, Time=0.02 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2147.973, Time=0.02 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=2148.381, Time=0.14 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=2151.814, Time=0.02 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.309 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
7397.398403537653
2327
Now the model for Store 45 and Dept 52 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1459.082, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1469.025, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1463.337, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1466.722, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1758.586, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1448.287, Time=0.08 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1446.620, Time=0.05 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1448.332, Time=0.08 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1450.245, Time=0.13 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.544 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
322.07798835561954
2328
Now the model for Store 45 and Dept 55 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2001.353, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2037.479, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2003.559, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2018.890, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2114.409, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2002.852, Time=0.03 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2004.799, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=2010.280, Time=0.02 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2001.535, Time=0.02 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=2001.469, Time=0.07 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=2003.796, Time=0.03 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.252 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
4102.852879437747
2329
Now the model for Store 45 and Dept 56 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1841.011, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1970.200, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1841.498, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1913.138, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2015.916, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1838.191, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1838.898, Time=0.02 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1833.534, Time=0.05 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1833.305, Time=0.04 sec
ARIMA(3,0,0)(0,0,0)[0] : AIC=1834.421, Time=0.03 sec
Best model: ARIMA(3,0,0)(0,0,0)[0] intercept
Total fit time: 0.276 seconds
ARIMA(3,0,0)(0,0,0)[0] intercept
3111.900216155837
2330
Now the model for Store 45 and Dept 59 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1707.683, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1760.646, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1705.735, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1721.337, Time=0.08 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1780.399, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1707.618, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1709.667, Time=0.05 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1708.331, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.208 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
769.3078721536804
2331
Now the model for Store 45 and Dept 6 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1916.758, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1914.951, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1914.794, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1915.197, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2001.795, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1916.500, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1918.555, Time=0.03 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1950.145, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.117 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1783.234425955605
2332
Now the model for Store 45 and Dept 60 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1187.644, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1194.769, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1185.850, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1186.455, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1339.502, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1187.442, Time=0.04 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=inf, Time=0.12 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1218.004, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.304 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
45.85797840808636
2333
Now the model for Store 45 and Dept 67 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1899.734, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1919.908, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1900.029, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1899.013, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2079.316, Time=0.00 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1899.497, Time=0.03 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1901.489, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] : AIC=2002.280, Time=0.03 sec
Best model: ARIMA(0,0,1)(0,0,0)[0] intercept
Total fit time: 0.159 seconds
ARIMA(0,0,1)(0,0,0)[0] intercept
2082.868860142749
2334
Now the model for Store 45 and Dept 7 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2274.244, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2307.054, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2273.794, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2286.685, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2382.862, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2273.708, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=2275.669, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2275.737, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2277.695, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=2281.829, Time=0.01 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.209 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
11917.474455953017
2335
Now the model for Store 45 and Dept 71 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1720.547, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1724.862, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1719.835, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1722.333, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1978.339, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1717.314, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1719.364, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1719.403, Time=0.05 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1721.196, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1736.717, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.254 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
1224.1831462646503
2336
Now the model for Store 45 and Dept 72 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2353.363, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2356.320, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2353.352, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2354.816, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2452.514, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2352.783, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=2352.799, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2353.858, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2354.107, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=2370.916, Time=0.01 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.191 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
11317.617502334913
2337
Now the model for Store 45 and Dept 74 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1779.950, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1776.168, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1778.054, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1777.962, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2148.024, Time=0.00 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.097 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
1220.0122930232576
2338
Now the model for Store 45 and Dept 79 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1728.561, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1726.066, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1725.861, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1726.597, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2213.747, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1714.886, Time=0.04 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1715.819, Time=0.06 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1717.645, Time=0.06 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1715.327, Time=0.18 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.04 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.493 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
856.41944931223
2339
Now the model for Store 45 and Dept 8 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1893.582, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1889.518, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1891.195, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1891.122, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2372.597, Time=0.00 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.093 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
1178.94437209302
2340
Now the model for Store 45 and Dept 81 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1719.755, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1718.301, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1718.975, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1718.494, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2206.480, Time=0.00 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.108 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
529.2883604651175
2341
Now the model for Store 45 and Dept 82 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2061.426, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2080.711, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2059.436, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2064.344, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2217.495, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2061.335, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2063.384, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2083.166, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.121 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1415.867663545392
2342
Now the model for Store 45 and Dept 83 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1406.284, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1448.696, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1404.326, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1412.492, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1660.803, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1406.220, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1408.361, Time=0.06 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1423.269, Time=0.02 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.241 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
266.4665497282755
2343
Now the model for Store 45 and Dept 85 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1590.434, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1620.444, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1590.827, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1589.178, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1829.847, Time=0.00 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1589.927, Time=0.05 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1592.014, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] : AIC=1730.072, Time=0.04 sec
Best model: ARIMA(0,0,1)(0,0,0)[0] intercept
Total fit time: 0.215 seconds
ARIMA(0,0,1)(0,0,0)[0] intercept
468.9431479466953
2344
Now the model for Store 45 and Dept 87 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1692.785, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1704.294, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1695.871, Time=0.04 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1700.313, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2024.544, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1686.602, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1684.938, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1686.362, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1688.318, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.264 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
1602.920369551161
2345
Now the model for Store 45 and Dept 9 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1931.446, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1996.726, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1935.035, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1966.118, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2222.438, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1932.355, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1932.658, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1959.331, Time=0.02 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1931.242, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1930.543, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1932.552, Time=0.05 sec
ARIMA(3,0,0)(0,0,0)[0] : AIC=1935.971, Time=0.03 sec
Best model: ARIMA(3,0,0)(0,0,0)[0] intercept
Total fit time: 0.287 seconds
ARIMA(3,0,0)(0,0,0)[0] intercept
3836.6661657806544
2346
Now the model for Store 45 and Dept 90 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1817.452, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1843.531, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1825.462, Time=0.04 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1832.606, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2299.633, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1812.508, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1817.328, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1811.827, Time=0.07 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1811.841, Time=0.06 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=inf, Time=0.21 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1812.245, Time=0.07 sec
ARIMA(3,0,1)(0,0,0)[0] : AIC=1812.238, Time=0.15 sec
Best model: ARIMA(3,0,1)(0,0,0)[0] intercept
Total fit time: 0.722 seconds
ARIMA(3,0,1)(0,0,0)[0] intercept
1120.1255044588117
2347
Now the model for Store 45 and Dept 91 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1758.262, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1770.219, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1753.141, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1753.349, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2229.935, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1754.237, Time=0.07 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1762.673, Time=0.09 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=inf, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.241 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1140.1226666679368
2348
Now the model for Store 45 and Dept 92 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1982.472, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1998.381, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1986.936, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1991.406, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2440.786, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1978.636, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1980.217, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1976.763, Time=0.05 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1976.235, Time=0.05 sec
ARIMA(3,0,0)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(3,0,0)(0,0,0)[0] intercept
Total fit time: 0.316 seconds
ARIMA(3,0,0)(0,0,0)[0] intercept
2819.0290825610837
2349
Now the model for Store 45 and Dept 93 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1570.621, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1617.963, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1573.997, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1589.466, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1872.573, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1571.865, Time=0.05 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1569.803, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1584.380, Time=0.06 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1570.421, Time=0.06 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=1566.666, Time=0.04 sec
ARIMA(0,0,3)(0,0,0)[0] intercept : AIC=1583.829, Time=0.08 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=1567.830, Time=0.07 sec
ARIMA(1,0,3)(0,0,0)[0] : AIC=1571.797, Time=0.05 sec
Best model: ARIMA(1,0,3)(0,0,0)[0] intercept
Total fit time: 0.539 seconds
ARIMA(1,0,3)(0,0,0)[0] intercept
788.1317336368786
2350
Now the model for Store 45 and Dept 95 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1979.999, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2015.751, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1987.820, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2000.246, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2462.437, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1977.952, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1980.367, Time=0.02 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1977.211, Time=0.05 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1976.040, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] : AIC=inf, Time=0.01 sec
Best model: ARIMA(3,0,0)(0,0,0)[0] intercept
Total fit time: 0.254 seconds
ARIMA(3,0,0)(0,0,0)[0] intercept
2532.207743830677
2351
Now the model for Store 45 and Dept 97 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1580.034, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1600.842, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1581.148, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1587.073, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2040.634, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1577.533, Time=0.11 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1578.835, Time=0.07 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1576.553, Time=0.14 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1575.505, Time=0.11 sec
ARIMA(3,0,0)(0,0,0)[0] : AIC=inf, Time=0.06 sec
Best model: ARIMA(3,0,0)(0,0,0)[0] intercept
Total fit time: 0.577 seconds
ARIMA(3,0,0)(0,0,0)[0] intercept
401.3797389844531
2352
Now the model for Store 5 and Dept 1 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1842.795, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1876.109, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1845.665, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1840.310, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2126.738, Time=0.00 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1840.178, Time=0.02 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1842.588, Time=0.03 sec
ARIMA(0,0,3)(0,0,0)[0] intercept : AIC=1842.103, Time=0.09 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=1843.918, Time=0.11 sec
ARIMA(0,0,2)(0,0,0)[0] : AIC=1962.648, Time=0.07 sec
Best model: ARIMA(0,0,2)(0,0,0)[0] intercept
Total fit time: 0.406 seconds
ARIMA(0,0,2)(0,0,0)[0] intercept
1285.0997246393408
2353
Now the model for Store 5 and Dept 10 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1672.263, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1677.367, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1672.336, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1674.318, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2120.782, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1672.319, Time=0.06 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1671.784, Time=0.06 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1673.153, Time=0.05 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=inf, Time=0.21 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=1672.859, Time=0.07 sec
ARIMA(0,0,3)(0,0,0)[0] intercept : AIC=1674.632, Time=0.03 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=1670.155, Time=0.25 sec
ARIMA(3,0,3)(0,0,0)[0] intercept : AIC=1671.242, Time=0.27 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=inf, Time=0.20 sec
ARIMA(2,0,3)(0,0,0)[0] : AIC=1681.251, Time=0.07 sec
Best model: ARIMA(2,0,3)(0,0,0)[0] intercept
Total fit time: 1.384 seconds
ARIMA(2,0,3)(0,0,0)[0] intercept
1172.4029670335754
2354
Now the model for Store 5 and Dept 11 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1725.451, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1781.902, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1727.698, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1750.030, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2071.371, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1726.308, Time=0.03 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1727.003, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1740.598, Time=0.08 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1724.594, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1725.699, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1727.608, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.380 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
1244.1588464721244
2355
Now the model for Store 5 and Dept 12 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1420.979, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1460.851, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1424.609, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1441.422, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1847.137, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1420.432, Time=0.03 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1418.428, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1420.402, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1422.395, Time=0.11 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.340 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
435.7478003597262
2356
Now the model for Store 5 and Dept 13 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1603.760, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1603.156, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1603.055, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1603.908, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2149.935, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1594.208, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1595.630, Time=0.07 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1595.151, Time=0.14 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1597.117, Time=0.13 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.472 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
595.6111872848467
2357
Now the model for Store 5 and Dept 14 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1791.375, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1798.284, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1790.614, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1793.599, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1958.334, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1790.464, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1792.356, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1792.443, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1794.297, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1810.080, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.215 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
634.378249943109
2358
Now the model for Store 5 and Dept 16 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1793.977, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1958.452, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1799.770, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1887.717, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2092.578, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1794.631, Time=0.03 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1792.632, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1859.227, Time=0.08 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1780.845, Time=0.13 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=1781.422, Time=0.09 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=1780.683, Time=0.16 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=1782.256, Time=0.12 sec
ARIMA(3,0,3)(0,0,0)[0] intercept : AIC=1783.969, Time=0.09 sec
ARIMA(2,0,3)(0,0,0)[0] : AIC=1784.074, Time=0.15 sec
Best model: ARIMA(2,0,3)(0,0,0)[0] intercept
Total fit time: 0.977 seconds
ARIMA(2,0,3)(0,0,0)[0] intercept
3651.081154637536
2359
Now the model for Store 5 and Dept 17 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1555.679, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1589.512, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1553.775, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1561.828, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1849.064, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1555.735, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1557.522, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1575.987, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.157 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
339.66942525801534
2360
Now the model for Store 5 and Dept 2 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1655.373, Time=0.10 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1662.180, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1654.617, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1658.024, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2167.866, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1651.091, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1652.069, Time=0.05 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1652.621, Time=0.06 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1654.075, Time=0.12 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.06 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.451 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
739.7847010374164
2361
Now the model for Store 5 and Dept 20 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1481.472, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1477.812, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1479.468, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1479.482, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1715.297, Time=0.00 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.092 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
217.15618139534882
2362
Now the model for Store 5 and Dept 21 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1388.859, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1393.185, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1387.269, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1389.131, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1733.450, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1387.585, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1389.216, Time=0.10 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1429.677, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.272 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
191.00861899123655
2363
Now the model for Store 5 and Dept 22 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1661.979, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1696.160, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1665.901, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1675.641, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1868.408, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1662.853, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1659.888, Time=0.16 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1672.673, Time=0.07 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1662.097, Time=0.19 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=1652.591, Time=0.11 sec
ARIMA(0,0,3)(0,0,0)[0] intercept : AIC=1673.722, Time=0.08 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=1651.890, Time=0.15 sec
ARIMA(3,0,3)(0,0,0)[0] intercept : AIC=1649.004, Time=0.23 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=inf, Time=0.07 sec
ARIMA(3,0,3)(0,0,0)[0] : AIC=1657.506, Time=0.19 sec
Best model: ARIMA(3,0,3)(0,0,0)[0] intercept
Total fit time: 1.384 seconds
ARIMA(3,0,3)(0,0,0)[0] intercept
513.744208282638
2364
Now the model for Store 5 and Dept 23 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1766.625, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1791.608, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1768.199, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1775.856, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2040.351, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1767.849, Time=0.03 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1768.498, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1774.320, Time=0.02 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1766.632, Time=0.03 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1768.893, Time=0.09 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1771.710, Time=0.06 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.330 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
889.536289470674
2365
Now the model for Store 5 and Dept 24 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1578.354, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1606.017, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1576.933, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1583.895, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1770.038, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1578.343, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1580.258, Time=0.03 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1599.958, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.165 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
332.6418625858083
2366
Now the model for Store 5 and Dept 25 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1496.909, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1521.578, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1497.566, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1505.864, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1857.962, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1498.048, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1498.235, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1501.615, Time=0.09 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1496.236, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1497.852, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1499.834, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.398 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
611.863575763903
2367
Now the model for Store 5 and Dept 26 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1523.147, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1567.113, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1526.785, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1541.808, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1800.931, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1524.223, Time=0.03 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1524.289, Time=0.07 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1535.719, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1523.437, Time=0.02 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1525.176, Time=0.13 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1527.139, Time=0.05 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.443 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
478.71647761531284
2368
Now the model for Store 5 and Dept 27 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1278.390, Time=0.08 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1359.581, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1287.211, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1322.649, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1500.145, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1278.149, Time=0.12 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1276.226, Time=0.08 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1278.114, Time=0.11 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1280.154, Time=0.09 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1280.304, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.570 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
139.1545341101747
2369
Now the model for Store 5 and Dept 28 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1082.961, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1158.384, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1093.978, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1126.261, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1374.350, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1083.425, Time=0.08 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1083.664, Time=0.12 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1104.993, Time=0.08 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1081.702, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1083.324, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1084.091, Time=0.20 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1088.700, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.718 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
57.940143015573284
2370
Now the model for Store 5 and Dept 29 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1466.222, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1498.370, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1464.376, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1470.395, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1754.239, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1466.162, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1468.251, Time=0.05 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1488.813, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.199 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
499.66589889126163
2371
Now the model for Store 5 and Dept 3 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1797.508, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1843.342, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1795.687, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1808.659, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1976.189, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1797.430, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1799.479, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1810.937, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.154 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1412.2744557513465
2372
Now the model for Store 5 and Dept 30 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1324.540, Time=0.09 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1403.862, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1340.078, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1374.733, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1646.223, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1326.532, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1326.106, Time=0.13 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1347.796, Time=0.09 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1324.647, Time=0.03 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1325.797, Time=0.08 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1327.865, Time=0.04 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.571 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
154.1701514622094
2373
Now the model for Store 5 and Dept 31 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1404.729, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1446.489, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1403.123, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1417.524, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1603.094, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1404.557, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1406.436, Time=0.21 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1421.081, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.360 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
186.86072244174161
2374
Now the model for Store 5 and Dept 32 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1712.100, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1727.959, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1710.108, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1712.868, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1876.430, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1712.111, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1714.097, Time=0.02 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1736.475, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.101 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
711.1677207643577
2375
Now the model for Store 5 and Dept 33 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1551.958, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1566.013, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1550.360, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1554.284, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1776.578, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1551.745, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1553.761, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1582.806, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.191 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
392.0394884811258
2376
Now the model for Store 5 and Dept 34 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1599.824, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1627.637, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1603.393, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1612.832, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1924.145, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1599.989, Time=0.03 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1599.759, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1608.856, Time=0.06 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1602.343, Time=0.11 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=1598.145, Time=0.03 sec
ARIMA(0,0,3)(0,0,0)[0] intercept : AIC=1602.591, Time=0.08 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=1600.040, Time=0.06 sec
ARIMA(1,0,3)(0,0,0)[0] : AIC=1612.145, Time=0.06 sec
Best model: ARIMA(1,0,3)(0,0,0)[0] intercept
Total fit time: 0.543 seconds
ARIMA(1,0,3)(0,0,0)[0] intercept
885.8987469330307
2377
Now the model for Store 5 and Dept 35 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1427.192, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1452.929, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1426.234, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1433.939, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1721.430, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1427.100, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1428.832, Time=0.05 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1453.033, Time=0.02 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.180 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
417.74789944947236
2378
Now the model for Store 5 and Dept 36 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1468.567, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1515.529, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1467.549, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1483.009, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1613.589, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1468.599, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1470.529, Time=0.03 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1480.011, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.190 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
317.7125799974225
2379
Now the model for Store 5 and Dept 38 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2075.053, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2071.121, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2073.004, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2073.032, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2463.340, Time=0.00 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.071 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
7876.262846511625
2380
Now the model for Store 5 and Dept 4 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1591.376, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1594.532, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1589.537, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1590.692, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2123.780, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1591.292, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1593.309, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=inf, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.198 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
543.5468057578128
2381
Now the model for Store 5 and Dept 40 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1719.228, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1765.476, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1722.448, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1742.325, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2257.516, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1719.501, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1720.263, Time=0.05 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1727.075, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1717.533, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1719.417, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1721.426, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.433 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
1164.2639189024183
2382
Now the model for Store 5 and Dept 41 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1367.273, Time=0.09 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1478.548, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1382.984, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1429.922, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1565.321, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1369.238, Time=0.09 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1369.225, Time=0.12 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1402.666, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1375.740, Time=0.04 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1370.553, Time=0.13 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1366.994, Time=0.06 sec
ARIMA(0,0,1)(0,0,0)[0] : AIC=1491.435, Time=0.02 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1388.842, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] : AIC=1368.948, Time=0.07 sec
ARIMA(1,0,2)(0,0,0)[0] : AIC=1368.933, Time=0.09 sec
ARIMA(0,0,2)(0,0,0)[0] : AIC=1440.187, Time=0.09 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1377.772, Time=0.03 sec
ARIMA(2,0,2)(0,0,0)[0] : AIC=1370.287, Time=0.10 sec
Best model: ARIMA(1,0,1)(0,0,0)[0]
Total fit time: 1.082 seconds
ARIMA(1,0,1)(0,0,0)[0]
670.1454349682134
2383
Now the model for Store 5 and Dept 42 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1475.861, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1473.233, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1474.891, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1475.062, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1879.540, Time=0.00 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.062 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
332.54854418604646
2384
Now the model for Store 5 and Dept 44 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1439.190, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1477.219, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1438.429, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1454.164, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1731.303, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1437.763, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1437.909, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1438.973, Time=0.05 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1439.906, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1451.100, Time=0.03 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.281 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
209.53200506104525
2385
Now the model for Store 5 and Dept 46 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1676.135, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1732.646, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1676.799, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1683.933, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1995.401, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1677.522, Time=0.07 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1677.887, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1679.354, Time=0.08 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1675.423, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1677.087, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1679.023, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1694.409, Time=0.03 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.415 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
546.1227744124475
2386
Now the model for Store 5 and Dept 5 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1949.459, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1955.884, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1949.664, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1952.583, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2088.786, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1949.237, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1947.352, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1949.206, Time=0.02 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1951.124, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1964.847, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.216 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
1801.8469255774178
2387
Now the model for Store 5 and Dept 52 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1389.268, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1418.719, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1387.687, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1397.289, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1576.848, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1389.210, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1391.197, Time=0.03 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1408.845, Time=0.02 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.211 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
158.7990009454206
2388
Now the model for Store 5 and Dept 55 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1774.346, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1795.541, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1779.148, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1788.256, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1948.306, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1769.347, Time=0.03 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1767.319, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1769.312, Time=0.02 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1771.340, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1776.905, Time=0.01 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.205 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
1020.521938210611
2389
Now the model for Store 5 and Dept 60 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1137.561, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1134.430, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1135.764, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1135.768, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1384.684, Time=0.00 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.101 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
59.591069767441866
2390
Now the model for Store 5 and Dept 67 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1718.390, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1739.823, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1718.663, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1714.378, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1906.627, Time=0.01 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1716.426, Time=0.02 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1718.301, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] : AIC=1822.238, Time=0.03 sec
Best model: ARIMA(0,0,1)(0,0,0)[0] intercept
Total fit time: 0.198 seconds
ARIMA(0,0,1)(0,0,0)[0] intercept
871.2247948461747
2391
Now the model for Store 5 and Dept 7 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1942.022, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1972.227, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1941.882, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1953.800, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2079.467, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1941.887, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1943.680, Time=0.03 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1959.847, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.116 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1619.8699377870776
2392
Now the model for Store 5 and Dept 71 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1397.052, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1395.853, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1395.004, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1394.897, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1540.082, Time=0.00 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1396.898, Time=0.05 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1398.895, Time=0.06 sec
ARIMA(0,0,1)(0,0,0)[0] : AIC=1490.282, Time=0.02 sec
Best model: ARIMA(0,0,1)(0,0,0)[0] intercept
Total fit time: 0.247 seconds
ARIMA(0,0,1)(0,0,0)[0] intercept
146.51553000467567
2393
Now the model for Store 5 and Dept 72 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2173.500, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2170.546, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2171.631, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2171.845, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2237.320, Time=0.00 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.055 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
2368.070934883723
2394
Now the model for Store 5 and Dept 74 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1646.395, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1644.413, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1644.742, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1644.388, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1923.877, Time=0.00 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1645.639, Time=0.02 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1647.774, Time=0.04 sec
ARIMA(0,0,1)(0,0,0)[0] : AIC=1834.470, Time=0.03 sec
Best model: ARIMA(0,0,1)(0,0,0)[0] intercept
Total fit time: 0.184 seconds
ARIMA(0,0,1)(0,0,0)[0] intercept
465.16721972785166
2395
Now the model for Store 5 and Dept 79 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1492.455, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1489.723, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1490.779, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1490.245, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1987.305, Time=0.00 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.118 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
418.5706465116277
2396
Now the model for Store 5 and Dept 8 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1634.125, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1644.047, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1634.961, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1639.227, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2187.335, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1632.865, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1630.877, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1632.836, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1634.842, Time=0.13 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.340 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
1078.1116537854352
2397
Now the model for Store 5 and Dept 81 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1322.674, Time=0.08 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1353.701, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1321.046, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1331.179, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1845.083, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1321.520, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1323.275, Time=0.10 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=inf, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.317 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
645.3266543591081
2398
Now the model for Store 5 and Dept 82 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1746.998, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1775.275, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1745.877, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1754.099, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1958.513, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1746.884, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1748.871, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1767.590, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.176 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
475.1072946559342
2399
Now the model for Store 5 and Dept 85 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1416.716, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1427.991, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1414.776, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1415.715, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1674.448, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1416.678, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1418.679, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1450.220, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.163 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
265.8894774420892
2400
Now the model for Store 5 and Dept 87 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1749.250, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1758.756, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1751.388, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1754.003, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2119.111, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1749.334, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1745.244, Time=0.05 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1753.641, Time=0.04 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1742.881, Time=0.09 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=1734.980, Time=0.11 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1747.377, Time=0.07 sec
ARIMA(3,0,3)(0,0,0)[0] intercept : AIC=1726.632, Time=0.27 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=1741.288, Time=0.09 sec
ARIMA(3,0,3)(0,0,0)[0] : AIC=1742.385, Time=0.24 sec
Best model: ARIMA(3,0,3)(0,0,0)[0] intercept
Total fit time: 1.100 seconds
ARIMA(3,0,3)(0,0,0)[0] intercept
1896.4867502330737
2401
Now the model for Store 5 and Dept 9 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1852.419, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1866.580, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1850.778, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1850.961, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2085.319, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1852.349, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1854.373, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1882.731, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.122 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
2246.116007344328
2402
Now the model for Store 5 and Dept 90 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1462.761, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1526.730, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1464.022, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1488.524, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1885.284, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1463.359, Time=0.09 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1464.326, Time=0.05 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1481.083, Time=0.10 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1462.262, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1459.499, Time=0.08 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1461.305, Time=0.12 sec
ARIMA(3,0,0)(0,0,0)[0] : AIC=inf, Time=0.06 sec
Best model: ARIMA(3,0,0)(0,0,0)[0] intercept
Total fit time: 0.615 seconds
ARIMA(3,0,0)(0,0,0)[0] intercept
351.57122268849946
2403
Now the model for Store 5 and Dept 91 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1335.746, Time=0.13 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1494.133, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1344.352, Time=0.07 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1433.175, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1740.947, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1335.728, Time=0.16 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1333.733, Time=0.11 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1335.809, Time=0.16 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1339.786, Time=0.19 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.05 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.943 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
392.747295860206
2404
Now the model for Store 5 and Dept 92 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1616.689, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1696.171, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1616.666, Time=0.04 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1652.800, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2070.720, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1615.833, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1617.577, Time=0.05 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1617.759, Time=0.10 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1619.653, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.398 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
962.8595769123078
2405
Now the model for Store 5 and Dept 95 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1693.278, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1832.584, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1696.720, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1774.048, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2255.366, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1693.013, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1690.768, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1692.685, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1693.809, Time=0.11 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.04 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.393 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
2627.055149016924
2406
Now the model for Store 5 and Dept 96 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1624.649, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1710.444, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1623.636, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1665.098, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2006.856, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1623.831, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1623.762, Time=0.12 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1630.209, Time=0.02 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.275 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
2108.2661042001123
2407
Now the model for Store 6 and Dept 1 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2092.365, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2138.002, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2100.804, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2093.399, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2323.193, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2092.111, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2089.954, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=2091.740, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2093.727, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=2123.436, Time=0.01 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.252 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
6043.269700791963
2408
Now the model for Store 6 and Dept 10 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1977.391, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2002.064, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1980.558, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1988.707, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2437.142, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1978.193, Time=0.05 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1977.537, Time=0.04 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1988.108, Time=0.03 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1978.892, Time=0.03 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1976.230, Time=0.14 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=1976.087, Time=0.15 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1975.474, Time=0.06 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1974.185, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(3,0,0)(0,0,0)[0] intercept
Total fit time: 0.654 seconds
ARIMA(3,0,0)(0,0,0)[0] intercept
5241.396758795463
2409
Now the model for Store 6 and Dept 11 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1934.753, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2009.353, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1934.282, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1962.079, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2293.650, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1934.651, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1936.558, Time=0.03 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1949.312, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.181 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
3990.7080115592453
2410
Now the model for Store 6 and Dept 12 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1648.588, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1697.233, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1653.020, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1672.596, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2050.908, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1650.035, Time=0.03 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1649.845, Time=0.04 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1661.248, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1649.166, Time=0.02 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1649.849, Time=0.10 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1652.212, Time=0.05 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.393 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
659.5367790712736
2411
Now the model for Store 6 and Dept 13 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1834.847, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1878.602, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1840.730, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1858.421, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2393.731, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1835.914, Time=0.05 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1836.753, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1838.667, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1835.376, Time=0.03 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1833.083, Time=0.11 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=1834.787, Time=0.12 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=1828.178, Time=0.10 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=1837.742, Time=0.06 sec
ARIMA(3,0,3)(0,0,0)[0] intercept : AIC=1822.023, Time=0.12 sec
ARIMA(3,0,3)(0,0,0)[0] : AIC=1823.342, Time=0.25 sec
Best model: ARIMA(3,0,3)(0,0,0)[0] intercept
Total fit time: 1.048 seconds
ARIMA(3,0,3)(0,0,0)[0] intercept
2179.395372957988
2412
Now the model for Store 6 and Dept 14 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2115.964, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2153.920, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2116.018, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2131.509, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2336.972, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2117.770, Time=0.03 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2120.259, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=2119.459, Time=0.02 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2116.261, Time=0.02 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=2116.576, Time=0.10 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=2120.972, Time=0.05 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.326 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
4046.7375937970205
2413
Now the model for Store 6 and Dept 16 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2009.697, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2238.395, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2009.014, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2180.514, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2359.496, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2009.122, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2009.001, Time=0.06 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=inf, Time=0.21 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1997.279, Time=0.05 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2010.307, Time=0.04 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=2013.227, Time=0.22 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=2001.806, Time=0.07 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=2011.867, Time=0.06 sec
ARIMA(3,0,3)(0,0,0)[0] intercept : AIC=2002.665, Time=0.11 sec
ARIMA(2,0,2)(0,0,0)[0] : AIC=1999.981, Time=0.07 sec
Best model: ARIMA(2,0,2)(0,0,0)[0] intercept
Total fit time: 0.996 seconds
ARIMA(2,0,2)(0,0,0)[0] intercept
12488.454517390397
2414
Now the model for Store 6 and Dept 17 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1872.912, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1901.790, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1871.162, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1881.839, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2232.715, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1872.629, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1874.583, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1898.494, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.148 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1417.9443399859413
2415
Now the model for Store 6 and Dept 19 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1576.701, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1677.127, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1574.925, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1609.602, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1857.098, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1576.700, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1578.799, Time=0.10 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1583.769, Time=0.02 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.266 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
719.6843739887945
2416
Now the model for Store 6 and Dept 2 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1995.888, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2014.071, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1996.331, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2002.582, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2449.570, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1995.459, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1993.428, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1995.422, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1997.444, Time=0.10 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.329 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
3890.9533271194887
2417
Now the model for Store 6 and Dept 20 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1767.374, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1811.354, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1769.934, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1786.922, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2116.418, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1768.808, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1769.600, Time=0.04 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1775.461, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1767.997, Time=0.02 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1766.284, Time=0.17 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=1768.113, Time=0.23 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=1765.893, Time=0.07 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=1770.562, Time=0.04 sec
ARIMA(3,0,3)(0,0,0)[0] intercept : AIC=inf, Time=0.24 sec
ARIMA(2,0,3)(0,0,0)[0] : AIC=1771.598, Time=0.14 sec
Best model: ARIMA(2,0,3)(0,0,0)[0] intercept
Total fit time: 1.132 seconds
ARIMA(2,0,3)(0,0,0)[0] intercept
1621.2587802045698
2418
Now the model for Store 6 and Dept 21 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1762.045, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1836.877, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1763.969, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1796.433, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2134.543, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1763.731, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1764.286, Time=0.04 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1777.922, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1762.319, Time=0.02 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1764.869, Time=0.07 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1768.436, Time=0.03 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.349 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
2277.558869767035
2419
Now the model for Store 6 and Dept 22 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1979.626, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2004.545, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1983.838, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1992.111, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2265.685, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1979.531, Time=0.03 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1978.846, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1979.195, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1980.662, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1992.656, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.238 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
2680.1046256482296
2420
Now the model for Store 6 and Dept 23 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2094.065, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2123.812, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2092.628, Time=0.06 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2101.786, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2365.623, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2093.790, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2095.833, Time=0.03 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2118.110, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.209 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
4807.7821044753655
2421
Now the model for Store 6 and Dept 24 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1859.690, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1907.010, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1858.388, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1873.453, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2078.745, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1859.282, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1861.431, Time=0.05 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1875.348, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.140 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1993.3603930640784
2422
Now the model for Store 6 and Dept 25 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1855.741, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1940.121, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1857.261, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1893.803, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2205.241, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1857.563, Time=0.03 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1857.399, Time=0.04 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1877.305, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1856.092, Time=0.02 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1859.007, Time=0.08 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1861.860, Time=0.03 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.346 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
2407.495966678896
2423
Now the model for Store 6 and Dept 26 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1825.944, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1866.175, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1823.960, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1836.780, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2123.937, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1825.893, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1827.935, Time=0.05 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1844.956, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.172 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1570.3728685252822
2424
Now the model for Store 6 and Dept 27 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1579.964, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1683.029, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1578.162, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1622.422, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1824.214, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1579.972, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1581.964, Time=0.03 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1585.888, Time=0.02 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.185 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
554.0235046305962
2425
Now the model for Store 6 and Dept 28 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1273.107, Time=0.09 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1393.066, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1276.136, Time=0.05 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1331.746, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1588.128, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1275.081, Time=0.14 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1275.078, Time=0.13 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1306.374, Time=0.13 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1273.774, Time=0.09 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1276.389, Time=0.22 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1276.450, Time=0.03 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.969 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
282.6235829670226
2426
Now the model for Store 6 and Dept 29 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1798.145, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1828.154, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1796.287, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1804.967, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2069.622, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1798.039, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1800.044, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1821.272, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.175 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1201.4779001467941
2427
Now the model for Store 6 and Dept 3 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2018.430, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2144.552, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2027.776, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2062.609, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2263.510, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2018.166, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2016.170, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=2018.112, Time=0.02 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2020.123, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=2027.337, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.268 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
7534.924051325045
2428
Now the model for Store 6 and Dept 30 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1597.710, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1639.910, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1597.967, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1614.279, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1998.683, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1599.355, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1599.298, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1604.172, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1597.395, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1599.321, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1601.302, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.364 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
606.5042815122846
2429
Now the model for Store 6 and Dept 31 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1701.416, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1758.539, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1699.397, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1716.589, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1925.072, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1701.356, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1703.407, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1714.023, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.175 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
957.9314849516733
2430
Now the model for Store 6 and Dept 32 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2055.547, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2066.779, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2053.736, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2057.035, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2195.190, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2055.312, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2057.294, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2082.133, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.125 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
2830.5541479453595
2431
Now the model for Store 6 and Dept 33 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1843.021, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1884.708, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1841.279, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1854.435, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2085.130, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1842.813, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1845.031, Time=0.05 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1860.918, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.139 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
2007.9999826665871
2432
Now the model for Store 6 and Dept 34 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1853.177, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1923.413, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1855.717, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1893.255, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2250.564, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1854.559, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1854.879, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1869.993, Time=0.08 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1852.725, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1854.502, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1856.468, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.350 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
3364.3851395850543
2433
Now the model for Store 6 and Dept 35 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1586.736, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1612.693, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1591.829, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1599.585, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1926.327, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1586.180, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1586.247, Time=0.02 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1585.243, Time=0.05 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1583.313, Time=0.04 sec
ARIMA(3,0,0)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(3,0,0)(0,0,0)[0] intercept
Total fit time: 0.268 seconds
ARIMA(3,0,0)(0,0,0)[0] intercept
836.3925405778002
2434
Now the model for Store 6 and Dept 37 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1477.382, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1502.672, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1480.538, Time=0.04 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1491.151, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1942.708, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1473.531, Time=0.10 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1471.662, Time=0.04 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1472.858, Time=0.11 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1475.342, Time=0.09 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.04 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.562 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
254.0996396347808
2435
Now the model for Store 6 and Dept 38 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2121.311, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2170.192, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2134.714, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2154.104, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2546.657, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2113.140, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2113.770, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2113.738, Time=0.05 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=2116.024, Time=0.07 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2121.547, Time=0.05 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=2112.323, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(3,0,0)(0,0,0)[0] intercept
Total fit time: 0.395 seconds
ARIMA(3,0,0)(0,0,0)[0] intercept
8533.159492574872
2436
Now the model for Store 6 and Dept 4 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1873.362, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1894.732, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1872.754, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1880.751, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2372.984, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1873.021, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1874.935, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=inf, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.155 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
2340.640618582115
2437
Now the model for Store 6 and Dept 40 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1926.859, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1950.430, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1929.242, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1938.233, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2502.055, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1926.830, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1925.305, Time=0.04 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1926.491, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1928.294, Time=0.13 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.361 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
3472.7255150739466
2438
Now the model for Store 6 and Dept 41 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1741.123, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1804.800, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1743.941, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1771.125, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1910.318, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1742.218, Time=0.03 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1743.117, Time=0.02 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1755.277, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1740.297, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1742.091, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1744.106, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1746.124, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.325 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
1312.67572474494
2439
Now the model for Store 6 and Dept 42 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1626.001, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1624.359, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1624.166, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1624.513, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2110.368, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1625.798, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1627.731, Time=0.09 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=inf, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.217 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
940.7727124633726
2440
Now the model for Store 6 and Dept 44 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1731.194, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1788.440, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1731.908, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1741.300, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2077.651, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1733.300, Time=0.09 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1732.751, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1729.391, Time=0.07 sec
ARIMA(0,0,3)(0,0,0)[0] intercept : AIC=1731.320, Time=0.08 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=1733.006, Time=0.11 sec
ARIMA(0,0,2)(0,0,0)[0] : AIC=1885.676, Time=0.10 sec
Best model: ARIMA(0,0,2)(0,0,0)[0] intercept
Total fit time: 0.571 seconds
ARIMA(0,0,2)(0,0,0)[0] intercept
1212.6364467866808
2441
Now the model for Store 6 and Dept 46 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1997.819, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2046.488, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1995.815, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2010.730, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2340.619, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1997.765, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1999.797, Time=0.05 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2015.808, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.186 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
4535.391329018506
2442
Now the model for Store 6 and Dept 49 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1828.253, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1846.769, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1829.627, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1835.937, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2178.293, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1827.844, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1826.374, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1825.582, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1827.474, Time=0.05 sec
ARIMA(3,0,0)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(3,0,0)(0,0,0)[0] intercept
Total fit time: 0.246 seconds
ARIMA(3,0,0)(0,0,0)[0] intercept
1462.817645739827
2443
Now the model for Store 6 and Dept 5 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2221.216, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2249.976, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2222.212, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2234.417, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2410.726, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2222.399, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2224.165, Time=0.02 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=2226.980, Time=0.02 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2220.516, Time=0.01 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=2222.343, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2224.277, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=2233.047, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.259 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
10298.353385512442
2444
Now the model for Store 6 and Dept 52 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1654.560, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1686.830, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1655.477, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1667.283, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1964.729, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1655.866, Time=0.05 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1656.392, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1661.077, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1654.146, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1655.471, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1657.441, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1669.778, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.331 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
427.2910691459108
2445
Now the model for Store 6 and Dept 55 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2092.452, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2125.307, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2093.458, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2108.077, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2278.436, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2087.901, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2091.027, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2089.889, Time=0.09 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=2088.425, Time=0.08 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2095.725, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=2092.938, Time=0.02 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=2088.295, Time=0.09 sec
ARIMA(2,0,1)(0,0,0)[0] : AIC=2099.928, Time=0.03 sec
Best model: ARIMA(2,0,1)(0,0,0)[0] intercept
Total fit time: 0.503 seconds
ARIMA(2,0,1)(0,0,0)[0] intercept
8555.256098634438
2446
Now the model for Store 6 and Dept 56 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1832.730, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2049.085, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1835.247, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1957.512, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2116.867, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1823.162, Time=0.17 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1830.350, Time=0.02 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1826.259, Time=0.09 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=inf, Time=0.18 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1832.429, Time=0.04 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1827.163, Time=0.03 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=1824.263, Time=0.22 sec
ARIMA(2,0,1)(0,0,0)[0] : AIC=1827.401, Time=0.06 sec
Best model: ARIMA(2,0,1)(0,0,0)[0] intercept
Total fit time: 0.911 seconds
ARIMA(2,0,1)(0,0,0)[0] intercept
4324.683200776181
2447
Now the model for Store 6 and Dept 58 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1725.534, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1729.837, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1724.635, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1726.514, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1909.393, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1725.053, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1726.831, Time=0.03 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1764.585, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.109 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1227.8064583626679
2448
Now the model for Store 6 and Dept 59 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1744.159, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1842.144, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1749.984, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1772.684, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1867.839, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1745.842, Time=0.03 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1745.705, Time=0.09 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1749.458, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1744.165, Time=0.02 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1747.842, Time=0.06 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1746.836, Time=0.01 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.384 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
982.2232190061836
2449
Now the model for Store 6 and Dept 6 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2001.492, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2007.217, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2000.043, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2002.230, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2123.249, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2001.326, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2003.229, Time=0.03 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2031.414, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.110 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
3020.5899726883304
2450
Now the model for Store 6 and Dept 67 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1924.775, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1963.994, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1928.152, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1919.574, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2174.236, Time=0.00 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1920.148, Time=0.02 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1921.512, Time=0.04 sec
ARIMA(0,0,1)(0,0,0)[0] : AIC=inf, Time=0.04 sec
Best model: ARIMA(0,0,1)(0,0,0)[0] intercept
Total fit time: 0.166 seconds
ARIMA(0,0,1)(0,0,0)[0] intercept
2712.3493837941355
2451
Now the model for Store 6 and Dept 7 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2308.260, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2349.393, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2306.383, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2322.351, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2441.767, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2308.085, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2310.066, Time=0.05 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2319.647, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.129 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
11859.37789482284
2452
Now the model for Store 6 and Dept 71 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1761.364, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1771.631, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1760.466, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1763.172, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2031.868, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1761.026, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1762.732, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1796.216, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.148 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1195.5416398578009
2453
Now the model for Store 6 and Dept 72 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2416.480, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2418.005, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2415.739, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2416.928, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2572.939, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2415.744, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2417.329, Time=0.03 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2457.776, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.119 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
11640.164171506023
2454
Now the model for Store 6 and Dept 74 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1885.667, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1898.822, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1883.707, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1886.093, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2284.118, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1885.572, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1887.618, Time=0.03 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1920.341, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.134 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
2238.444899251977
2455
Now the model for Store 6 and Dept 79 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1887.230, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1883.517, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1885.511, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1885.521, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2306.549, Time=0.00 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.067 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
2429.6174418604646
2456
Now the model for Store 6 and Dept 8 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1919.186, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1939.692, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1920.056, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1928.001, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2438.306, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1919.546, Time=0.05 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1920.497, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1921.874, Time=0.02 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1917.593, Time=0.04 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1919.587, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1921.540, Time=0.11 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.17 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.530 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
2367.2545239191068
2457
Now the model for Store 6 and Dept 80 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1703.966, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1723.098, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1701.896, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1704.452, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2188.440, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1703.902, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1705.906, Time=0.05 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=inf, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.179 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
968.2151326348608
2458
Now the model for Store 6 and Dept 81 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1718.613, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1767.251, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1726.327, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1745.617, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2215.492, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1718.495, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1717.931, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1718.522, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1719.936, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.276 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
1000.7075131162314
2459
Now the model for Store 6 and Dept 82 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2065.875, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2108.623, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2063.821, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2075.659, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2288.945, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2065.814, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2067.865, Time=0.06 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2082.102, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.146 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
2672.300023530002
2460
Now the model for Store 6 and Dept 83 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1570.452, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1617.331, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1574.115, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1589.654, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1949.538, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1570.977, Time=0.10 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1569.550, Time=0.11 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1584.894, Time=0.06 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1567.080, Time=0.16 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=1565.014, Time=0.18 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1567.361, Time=0.07 sec
ARIMA(3,0,3)(0,0,0)[0] intercept : AIC=inf, Time=0.25 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=1570.185, Time=0.20 sec
ARIMA(3,0,2)(0,0,0)[0] : AIC=1567.487, Time=0.13 sec
Best model: ARIMA(3,0,2)(0,0,0)[0] intercept
Total fit time: 1.401 seconds
ARIMA(3,0,2)(0,0,0)[0] intercept
474.7232158552786
2461
Now the model for Store 6 and Dept 85 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1615.304, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1672.201, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1613.516, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1626.888, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1892.331, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1615.213, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1617.239, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1630.351, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.177 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
772.2513564258279
2462
Now the model for Store 6 and Dept 87 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1960.396, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2003.817, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1973.304, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1987.913, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2394.919, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1956.517, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1958.553, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1957.365, Time=0.05 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1954.283, Time=0.07 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1956.561, Time=0.04 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=1953.767, Time=0.20 sec
ARIMA(3,0,3)(0,0,0)[0] intercept : AIC=inf, Time=0.18 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=1954.766, Time=0.15 sec
ARIMA(3,0,2)(0,0,0)[0] : AIC=1955.934, Time=0.13 sec
Best model: ARIMA(3,0,2)(0,0,0)[0] intercept
Total fit time: 0.988 seconds
ARIMA(3,0,2)(0,0,0)[0] intercept
6726.003039576078
2463
Now the model for Store 6 and Dept 9 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2177.992, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2196.695, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2176.075, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2181.368, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2450.693, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2177.776, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2179.735, Time=0.03 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2205.473, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.121 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
10237.585095431039
2464
Now the model for Store 6 and Dept 90 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2018.039, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2028.384, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2019.037, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2023.195, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2465.206, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2017.199, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2015.354, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=2017.241, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2019.117, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.251 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
2841.9178227802413
2465
Now the model for Store 6 and Dept 91 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1898.560, Time=0.11 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1895.503, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1896.545, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1896.681, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2429.895, Time=0.00 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.143 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
2283.482072093024
2466
Now the model for Store 6 and Dept 92 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2162.494, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2194.749, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2164.871, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2176.632, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2586.582, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2163.421, Time=0.05 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2166.376, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=2169.371, Time=0.03 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2162.070, Time=0.05 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=2163.373, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2164.864, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.01 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.363 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
5395.311621277
2467
Now the model for Store 6 and Dept 93 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1993.667, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1996.983, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1991.688, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1992.285, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2409.507, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1993.622, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1995.664, Time=0.08 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2039.082, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.169 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
3935.4196948766735
2468
Now the model for Store 6 and Dept 94 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1958.197, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1991.350, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1965.411, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1978.143, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2411.732, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1957.599, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1958.795, Time=0.06 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1956.850, Time=0.07 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1957.621, Time=0.03 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=1952.820, Time=0.13 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1950.849, Time=0.09 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1958.431, Time=0.05 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=1953.375, Time=0.13 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=1953.546, Time=0.05 sec
ARIMA(3,0,3)(0,0,0)[0] intercept : AIC=1949.693, Time=0.16 sec
ARIMA(3,0,3)(0,0,0)[0] : AIC=1955.979, Time=0.22 sec
Best model: ARIMA(3,0,3)(0,0,0)[0] intercept
Total fit time: 1.134 seconds
ARIMA(3,0,3)(0,0,0)[0] intercept
3619.3264874531683
2469
Now the model for Store 6 and Dept 95 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2068.705, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2148.722, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2076.122, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2119.793, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2565.123, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2069.386, Time=0.05 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2070.212, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=2103.944, Time=0.02 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2068.039, Time=0.04 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=2069.619, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2071.261, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.337 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
8088.477495153826
2470
Now the model for Store 6 and Dept 96 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1951.338, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1987.677, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1950.427, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1964.316, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2350.723, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1951.303, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1953.031, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1975.558, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.147 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
4383.708623525141
2471
Now the model for Store 6 and Dept 97 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1805.181, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1818.867, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1804.743, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1810.251, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2273.124, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1804.380, Time=0.01 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1806.333, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1806.339, Time=0.05 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1808.275, Time=0.13 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.312 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
1652.4878081412908
2472
Now the model for Store 6 and Dept 98 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1782.733, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1815.459, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1780.728, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1790.192, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2121.925, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1782.750, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1784.557, Time=0.07 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1806.544, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.176 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1021.2001986931641
2473
Now the model for Store 7 and Dept 1 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1869.126, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1903.831, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1869.716, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1870.072, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2131.234, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1870.124, Time=0.06 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1870.912, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1869.076, Time=0.02 sec
ARIMA(0,0,3)(0,0,0)[0] intercept : AIC=1870.790, Time=0.03 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=1873.004, Time=0.04 sec
ARIMA(0,0,2)(0,0,0)[0] : AIC=inf, Time=0.06 sec
Best model: ARIMA(0,0,2)(0,0,0)[0] intercept
Total fit time: 0.342 seconds
ARIMA(0,0,2)(0,0,0)[0] intercept
1684.483285446972
2474
Now the model for Store 7 and Dept 10 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1878.284, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1925.891, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1888.011, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1907.302, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2286.637, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1877.349, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1878.570, Time=0.02 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1876.966, Time=0.06 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1875.350, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] : AIC=inf, Time=0.04 sec
Best model: ARIMA(3,0,0)(0,0,0)[0] intercept
Total fit time: 0.262 seconds
ARIMA(3,0,0)(0,0,0)[0] intercept
2837.157343289007
2475
Now the model for Store 7 and Dept 11 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1848.479, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1941.704, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1855.326, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1907.026, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2225.872, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1850.008, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1850.822, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1869.900, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1848.294, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1850.282, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1852.007, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.364 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
4619.316008624096
2476
Now the model for Store 7 and Dept 12 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1620.464, Time=0.11 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1785.135, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1624.729, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1713.798, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2025.715, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1623.431, Time=0.18 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1623.523, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1667.126, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1622.901, Time=0.02 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1624.349, Time=0.06 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1622.194, Time=0.03 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.571 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
1419.5307047494853
2477
Now the model for Store 7 and Dept 13 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1703.288, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1800.126, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1704.289, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1756.302, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2204.829, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1698.713, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1701.170, Time=0.02 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1698.407, Time=0.09 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1696.867, Time=0.04 sec
ARIMA(3,0,0)(0,0,0)[0] : AIC=inf, Time=0.08 sec
Best model: ARIMA(3,0,0)(0,0,0)[0] intercept
Total fit time: 0.373 seconds
ARIMA(3,0,0)(0,0,0)[0] intercept
1694.0718224525092
2478
Now the model for Store 7 and Dept 14 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1890.048, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1923.790, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1892.378, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1906.550, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2143.867, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1891.483, Time=0.03 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1893.400, Time=0.02 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1897.884, Time=0.02 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1890.187, Time=0.02 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1891.164, Time=0.08 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1892.232, Time=0.03 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.266 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
1651.879776479815
2479
Now the model for Store 7 and Dept 16 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1956.489, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2159.920, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1961.275, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2055.942, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2237.616, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1957.329, Time=0.05 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1957.972, Time=0.04 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=inf, Time=0.10 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1958.165, Time=0.03 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=inf, Time=0.20 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1957.535, Time=0.02 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.573 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
9302.176076468819
2480
Now the model for Store 7 and Dept 17 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1694.004, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1758.839, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1702.164, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1728.199, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2026.366, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1693.995, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1692.906, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1694.174, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1695.867, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.295 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
1488.5075214138049
2481
Now the model for Store 7 and Dept 2 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1852.480, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1939.776, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1850.583, Time=0.04 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1889.184, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2288.675, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1852.359, Time=0.04 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1852.524, Time=0.06 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.273 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
3146.4574187845687
2482
Now the model for Store 7 and Dept 20 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1582.948, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1631.128, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1586.033, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1601.377, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1896.297, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1584.187, Time=0.05 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1584.649, Time=0.07 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1597.114, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1584.549, Time=0.03 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1580.836, Time=0.14 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=1577.167, Time=0.26 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1581.701, Time=0.04 sec
ARIMA(3,0,3)(0,0,0)[0] intercept : AIC=1579.372, Time=0.13 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=1580.781, Time=0.15 sec
ARIMA(3,0,2)(0,0,0)[0] : AIC=1585.807, Time=0.16 sec
Best model: ARIMA(3,0,2)(0,0,0)[0] intercept
Total fit time: 1.191 seconds
ARIMA(3,0,2)(0,0,0)[0] intercept
667.3382372732498
2483
Now the model for Store 7 and Dept 21 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1504.051, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1547.936, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1503.386, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1522.042, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1796.592, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1503.137, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1503.593, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1499.578, Time=0.09 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1498.883, Time=0.21 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=1501.381, Time=0.20 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1500.114, Time=0.12 sec
ARIMA(3,0,1)(0,0,0)[0] : AIC=1513.267, Time=0.11 sec
Best model: ARIMA(3,0,1)(0,0,0)[0] intercept
Total fit time: 0.857 seconds
ARIMA(3,0,1)(0,0,0)[0] intercept
512.0380182966256
2484
Now the model for Store 7 and Dept 22 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1786.478, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1855.453, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1795.115, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1822.384, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2062.906, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1787.526, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1787.775, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1810.122, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1788.650, Time=0.02 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1787.833, Time=0.10 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1786.195, Time=0.06 sec
ARIMA(0,0,1)(0,0,0)[0] : AIC=1971.036, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1809.775, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] : AIC=1788.195, Time=0.07 sec
ARIMA(1,0,2)(0,0,0)[0] : AIC=1788.486, Time=0.05 sec
ARIMA(0,0,2)(0,0,0)[0] : AIC=1917.759, Time=0.08 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1795.289, Time=0.03 sec
ARIMA(2,0,2)(0,0,0)[0] : AIC=1790.355, Time=0.08 sec
Best model: ARIMA(1,0,1)(0,0,0)[0]
Total fit time: 0.782 seconds
ARIMA(1,0,1)(0,0,0)[0]
3374.413495872321
2485
Now the model for Store 7 and Dept 23 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1913.723, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1979.718, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1915.529, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1947.842, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2205.055, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1913.013, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1913.449, Time=0.02 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1915.004, Time=0.08 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=inf, Time=0.07 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1917.109, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1915.416, Time=0.03 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=1914.883, Time=0.24 sec
ARIMA(2,0,1)(0,0,0)[0] : AIC=1918.766, Time=0.04 sec
Best model: ARIMA(2,0,1)(0,0,0)[0] intercept
Total fit time: 0.641 seconds
ARIMA(2,0,1)(0,0,0)[0] intercept
3044.7385244731327
2486
Now the model for Store 7 and Dept 24 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1667.289, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1713.363, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1672.249, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1690.885, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1873.920, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1667.764, Time=0.08 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1670.157, Time=0.02 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1673.383, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1665.935, Time=0.01 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1667.946, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1669.839, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1672.096, Time=0.03 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.379 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
900.9806686703098
2487
Now the model for Store 7 and Dept 25 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1729.361, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1779.650, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1729.304, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1749.547, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2005.913, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1729.302, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1731.164, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1731.221, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1733.096, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1739.349, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.258 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
1046.2723604352336
2488
Now the model for Store 7 and Dept 26 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1540.617, Time=0.12 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1574.851, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1548.939, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1559.732, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1811.079, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1544.069, Time=0.03 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1545.333, Time=0.07 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1553.120, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1543.760, Time=0.02 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1543.760, Time=0.11 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1545.656, Time=0.04 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.513 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
453.92314218425093
2489
Now the model for Store 7 and Dept 27 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1250.154, Time=0.10 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1323.491, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1253.553, Time=0.05 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1286.954, Time=0.08 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1577.265, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1252.801, Time=0.09 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1252.070, Time=0.15 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1265.364, Time=0.08 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1250.745, Time=0.09 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1253.718, Time=0.11 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1253.606, Time=0.04 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.804 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
145.52723447216727
2490
Now the model for Store 7 and Dept 28 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1094.750, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1170.942, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1097.231, Time=0.04 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1124.917, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1349.449, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1094.913, Time=0.15 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1093.754, Time=0.10 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1115.480, Time=0.07 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1095.450, Time=0.17 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=1095.213, Time=0.14 sec
ARIMA(0,0,3)(0,0,0)[0] intercept : AIC=1111.273, Time=0.12 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=1097.670, Time=0.21 sec
ARIMA(1,0,2)(0,0,0)[0] : AIC=1096.737, Time=0.02 sec
Best model: ARIMA(1,0,2)(0,0,0)[0] intercept
Total fit time: 1.178 seconds
ARIMA(1,0,2)(0,0,0)[0] intercept
62.41118308281461
2491
Now the model for Store 7 and Dept 29 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1478.342, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1504.479, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1479.365, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1488.913, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1746.457, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1479.469, Time=0.03 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1479.936, Time=0.06 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1482.280, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1477.643, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1479.334, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1481.261, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1493.530, Time=0.01 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.370 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
285.32305809322884
2492
Now the model for Store 7 and Dept 3 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1796.750, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1915.545, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1806.065, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1836.843, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2104.964, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1797.479, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1798.316, Time=0.02 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1809.819, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1795.488, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1797.394, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1799.411, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1810.794, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.391 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
2554.305706830962
2493
Now the model for Store 7 and Dept 30 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1343.886, Time=0.09 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1418.382, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1356.659, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1386.667, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1691.807, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1343.240, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1342.637, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1342.093, Time=0.06 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1340.995, Time=0.20 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=1343.952, Time=0.12 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1341.348, Time=0.18 sec
ARIMA(3,0,1)(0,0,0)[0] : AIC=1347.905, Time=0.12 sec
Best model: ARIMA(3,0,1)(0,0,0)[0] intercept
Total fit time: 0.909 seconds
ARIMA(3,0,1)(0,0,0)[0] intercept
223.04402744773543
2494
Now the model for Store 7 and Dept 31 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1631.378, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1701.468, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1629.530, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1656.624, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1822.333, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1631.369, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1633.430, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1639.141, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.177 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
619.9715726919959
2495
Now the model for Store 7 and Dept 32 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1876.710, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1923.594, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1875.222, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1890.070, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2049.682, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1876.548, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1878.547, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1889.151, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.121 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1964.303657758591
2496
Now the model for Store 7 and Dept 33 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1648.055, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1696.378, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1647.906, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1666.776, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1850.688, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1648.047, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1649.883, Time=0.09 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1663.193, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.207 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
640.9670561607013
2497
Now the model for Store 7 and Dept 34 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1626.689, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1734.489, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1628.532, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1681.760, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1992.000, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1628.242, Time=0.05 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1628.435, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1657.638, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1626.286, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1628.277, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1630.242, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.389 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
931.0998017744382
2498
Now the model for Store 7 and Dept 35 will be created
(100, 2)
(42, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1333.841, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1367.835, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1332.018, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1343.772, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1542.742, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1333.791, Time=0.05 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1335.734, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1351.525, Time=0.02 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.259 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
276.5818493342861
2499
Now the model for Store 7 and Dept 36 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1680.053, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1728.136, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1678.003, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1694.826, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1832.097, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1679.996, Time=0.05 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1681.964, Time=0.05 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1687.559, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.212 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
884.9996249141068
2500
Now the model for Store 7 and Dept 38 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1932.540, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1965.844, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1935.176, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1949.322, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2358.020, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1932.725, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1934.064, Time=0.05 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1939.157, Time=0.02 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1930.914, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1932.533, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1934.516, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.321 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
3465.08194968094
2501
Now the model for Store 7 and Dept 4 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1713.477, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1856.327, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1711.951, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1780.817, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2205.374, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1713.292, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1715.355, Time=0.09 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.226 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
2241.764223822884
2502
Now the model for Store 7 and Dept 40 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1904.151, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2033.517, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1903.787, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1956.111, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2358.387, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1903.654, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1904.587, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1905.583, Time=0.09 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1905.839, Time=0.11 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.394 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
4537.039887444975
2503
Now the model for Store 7 and Dept 41 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1594.902, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1657.032, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1593.390, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1619.301, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1775.561, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1594.609, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1595.038, Time=0.07 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1602.293, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.201 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
760.3467177687048
2504
Now the model for Store 7 and Dept 42 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1619.573, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1697.309, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1624.201, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1654.130, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2043.498, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1620.605, Time=0.05 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1619.510, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1645.559, Time=0.06 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1616.707, Time=0.10 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=1616.872, Time=0.09 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=1617.189, Time=0.08 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=1615.217, Time=0.05 sec
ARIMA(0,0,3)(0,0,0)[0] intercept : AIC=1638.978, Time=0.10 sec
ARIMA(1,0,3)(0,0,0)[0] : AIC=1618.515, Time=0.03 sec
Best model: ARIMA(1,0,3)(0,0,0)[0] intercept
Total fit time: 0.740 seconds
ARIMA(1,0,3)(0,0,0)[0] intercept
733.6930306058032
2505
Now the model for Store 7 and Dept 44 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1605.313, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1656.689, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1604.501, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1616.669, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1930.360, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1605.925, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1606.876, Time=0.07 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1623.767, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.196 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
434.0407765265385
2506
Now the model for Store 7 and Dept 46 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1827.581, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1915.935, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1826.906, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1854.496, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2203.844, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1827.672, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1829.807, Time=0.07 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1838.374, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.189 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
2899.0405931241808
2507
Now the model for Store 7 and Dept 5 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2094.688, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2111.971, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2095.421, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2102.016, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2238.408, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2095.989, Time=0.03 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2098.090, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=2098.382, Time=0.02 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2094.507, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=2095.834, Time=0.02 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2097.234, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=2107.935, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.231 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
4107.5702917928065
2508
Now the model for Store 7 and Dept 52 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1450.746, Time=0.11 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1535.122, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1469.859, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1501.665, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1748.448, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1452.399, Time=0.15 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1452.260, Time=0.16 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1489.527, Time=0.09 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1457.762, Time=0.03 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=inf, Time=0.18 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1452.875, Time=0.04 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.853 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
515.7152071151482
2509
Now the model for Store 7 and Dept 55 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1971.264, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1993.093, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1974.526, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1984.056, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2103.444, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1965.189, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1966.097, Time=0.02 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1966.866, Time=0.06 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1963.952, Time=0.05 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1972.694, Time=0.03 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=1964.447, Time=0.05 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=1961.158, Time=0.05 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=1973.956, Time=0.04 sec
ARIMA(3,0,3)(0,0,0)[0] intercept : AIC=1960.228, Time=0.12 sec
ARIMA(3,0,3)(0,0,0)[0] : AIC=1963.064, Time=0.16 sec
Best model: ARIMA(3,0,3)(0,0,0)[0] intercept
Total fit time: 0.696 seconds
ARIMA(3,0,3)(0,0,0)[0] intercept
4638.896725932518
2510
Now the model for Store 7 and Dept 56 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1962.866, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2138.793, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1996.097, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2030.989, Time=0.08 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2162.369, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1964.611, Time=0.03 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1964.056, Time=0.04 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1986.293, Time=0.13 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1976.304, Time=0.02 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1965.152, Time=0.06 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1963.177, Time=0.02 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.428 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
7135.991602392197
2511
Now the model for Store 7 and Dept 6 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1950.187, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1951.899, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1948.373, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1949.366, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2084.181, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1950.079, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1952.054, Time=0.03 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1985.389, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.114 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
2028.93512959157
2512
Now the model for Store 7 and Dept 60 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1116.958, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1128.879, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1115.465, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1119.447, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1246.353, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1116.174, Time=0.04 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=inf, Time=0.10 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1142.318, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.319 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
32.480711872075055
2513
Now the model for Store 7 and Dept 67 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1732.807, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1763.101, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1732.323, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1733.463, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1956.732, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1731.574, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1733.154, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1733.637, Time=0.08 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1735.023, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1756.220, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.337 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
721.8036293479836
2514
Now the model for Store 7 and Dept 7 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2030.703, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2064.889, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2028.658, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2038.381, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2189.532, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2030.645, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2032.668, Time=0.05 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2046.016, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.141 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
3666.8779088058286
2515
Now the model for Store 7 and Dept 71 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1614.850, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1612.645, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1613.703, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1614.027, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1853.459, Time=0.00 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.072 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
390.95524883720935
2516
Now the model for Store 7 and Dept 72 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2329.014, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2331.999, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2329.489, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2330.990, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2464.455, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2328.633, Time=0.03 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2327.606, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=2327.828, Time=0.02 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2329.224, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=2346.307, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.196 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
7174.098644872621
2517
Now the model for Store 7 and Dept 74 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1702.977, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1780.556, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1704.158, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1736.587, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2121.499, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1704.562, Time=0.05 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1703.761, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1721.699, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1703.233, Time=0.02 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1701.776, Time=0.10 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=1705.902, Time=0.08 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=1703.946, Time=0.12 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=1705.434, Time=0.05 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1704.885, Time=0.05 sec
ARIMA(3,0,3)(0,0,0)[0] intercept : AIC=inf, Time=0.29 sec
ARIMA(2,0,2)(0,0,0)[0] : AIC=1706.347, Time=0.11 sec
Best model: ARIMA(2,0,2)(0,0,0)[0] intercept
Total fit time: 1.074 seconds
ARIMA(2,0,2)(0,0,0)[0] intercept
1417.6840338651366
2518
Now the model for Store 7 and Dept 79 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1625.975, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1679.677, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1624.843, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1646.545, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2023.546, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1625.726, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1627.677, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=inf, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.153 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
786.9549529251177
2519
Now the model for Store 7 and Dept 8 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1714.802, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1723.151, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1716.802, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1720.046, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2192.740, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1706.148, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1704.131, Time=0.04 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1706.119, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1708.141, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.04 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.319 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
985.6822198548522
2520
Now the model for Store 7 and Dept 81 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1600.433, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1714.745, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1599.376, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1657.675, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2034.711, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1600.005, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1600.574, Time=0.13 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.271 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
788.4356094208632
2521
Now the model for Store 7 and Dept 82 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1884.591, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1909.250, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1883.561, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1893.140, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2131.224, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1883.784, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1885.702, Time=0.03 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1909.921, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.129 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1257.582028355593
2522
Now the model for Store 7 and Dept 85 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1605.561, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1664.883, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1603.895, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1621.353, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1838.886, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1605.155, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1607.511, Time=0.09 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1617.727, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.245 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
378.17520850395084
2523
Now the model for Store 7 and Dept 87 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1736.671, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1868.603, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1752.666, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1819.988, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2137.678, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1733.239, Time=0.03 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1731.858, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1732.887, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1734.858, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.04 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.277 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
2088.0504510392075
2524
Now the model for Store 7 and Dept 9 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2108.882, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2212.802, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2119.283, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2179.699, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2357.937, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2105.329, Time=0.03 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2103.443, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=2105.424, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2107.273, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=2106.267, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.235 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
13927.897071161242
2525
Now the model for Store 7 and Dept 90 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1810.743, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1976.917, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1809.401, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1903.420, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2189.260, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1810.475, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1809.771, Time=0.05 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.194 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
2888.160127565833
2526
Now the model for Store 7 and Dept 91 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1742.152, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1932.644, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1741.765, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1849.486, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2134.422, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1742.035, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1743.684, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.223 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1539.6601403606535
2527
Now the model for Store 7 and Dept 92 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1891.331, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2013.116, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1890.894, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1953.152, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2319.053, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1890.947, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1892.038, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=inf, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.183 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
3317.5445688227774
2528
Now the model for Store 7 and Dept 93 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1403.583, Time=0.09 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1536.694, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1406.261, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1474.309, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1706.543, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1403.893, Time=0.14 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1403.619, Time=0.15 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1432.199, Time=0.11 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1405.446, Time=0.03 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1405.546, Time=0.19 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1404.299, Time=0.04 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.847 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
360.89980826415854
2529
Now the model for Store 7 and Dept 95 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1951.492, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2075.132, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1949.452, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2010.977, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2366.983, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1951.454, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1952.526, Time=0.05 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.188 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
6421.370779182205
2530
Now the model for Store 7 and Dept 96 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1488.642, Time=0.09 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1593.358, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1486.661, Time=0.04 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1537.418, Time=0.18 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1700.619, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1488.632, Time=0.08 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1490.497, Time=0.05 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1487.915, Time=0.02 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.473 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
741.6795077646522
2531
Now the model for Store 7 and Dept 97 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1619.569, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1755.984, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1619.030, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1692.839, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1957.137, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1619.209, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1620.041, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1622.971, Time=0.02 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.169 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
938.968996180248
2532
Now the model for Store 8 and Dept 1 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2030.038, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2068.729, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2035.814, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2026.406, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2231.706, Time=0.00 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=2027.320, Time=0.02 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2028.322, Time=0.04 sec
ARIMA(0,0,1)(0,0,0)[0] : AIC=inf, Time=0.04 sec
Best model: ARIMA(0,0,1)(0,0,0)[0] intercept
Total fit time: 0.170 seconds
ARIMA(0,0,1)(0,0,0)[0] intercept
4641.580178114637
2533
Now the model for Store 8 and Dept 10 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1858.551, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1856.682, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1856.730, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1856.845, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2273.350, Time=0.00 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.095 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
2045.539488372091
2534
Now the model for Store 8 and Dept 11 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1957.357, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1987.163, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1959.542, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1972.491, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2261.943, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1957.504, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1957.175, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1966.790, Time=0.02 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1960.006, Time=0.09 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=1956.734, Time=0.03 sec
ARIMA(0,0,3)(0,0,0)[0] intercept : AIC=1960.858, Time=0.03 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=1958.430, Time=0.07 sec
ARIMA(1,0,3)(0,0,0)[0] : AIC=1972.032, Time=0.04 sec
Best model: ARIMA(1,0,3)(0,0,0)[0] intercept
Total fit time: 0.432 seconds
ARIMA(1,0,3)(0,0,0)[0] intercept
2889.463127891759
2535
Now the model for Store 8 and Dept 12 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1646.183, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1707.815, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1655.926, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1682.609, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2056.041, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1643.504, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1641.685, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1643.378, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1645.379, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.286 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
1288.3686488953754
2536
Now the model for Store 8 and Dept 13 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1755.833, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1754.566, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1754.483, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1755.320, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2312.693, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1748.734, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1748.080, Time=0.07 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1749.965, Time=0.12 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1748.798, Time=0.06 sec
ARIMA(3,0,0)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(3,0,0)(0,0,0)[0] intercept
Total fit time: 0.379 seconds
ARIMA(3,0,0)(0,0,0)[0] intercept
907.7815073604894
2537
Now the model for Store 8 and Dept 14 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1985.744, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2009.248, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1987.791, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1995.946, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2172.277, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1986.995, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1989.294, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1993.632, Time=0.02 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1986.975, Time=0.01 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1986.648, Time=0.07 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1987.277, Time=0.06 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.293 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
2289.4763353399176
2538
Now the model for Store 8 and Dept 16 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1945.234, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2163.154, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1945.268, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2082.462, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2261.015, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1943.222, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1944.091, Time=0.02 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=inf, Time=0.21 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1941.863, Time=0.08 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1942.424, Time=0.04 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=1940.250, Time=0.22 sec
ARIMA(3,0,3)(0,0,0)[0] intercept : AIC=inf, Time=0.24 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=1924.525, Time=0.22 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=1945.371, Time=0.06 sec
ARIMA(2,0,3)(0,0,0)[0] : AIC=1940.589, Time=0.09 sec
Best model: ARIMA(2,0,3)(0,0,0)[0] intercept
Total fit time: 1.350 seconds
ARIMA(2,0,3)(0,0,0)[0] intercept
4947.242175046517
2539
Now the model for Store 8 and Dept 17 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1719.974, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1764.574, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1718.976, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1734.083, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2079.258, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1719.864, Time=0.05 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1721.820, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1740.368, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.173 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1226.390257691008
2540
Now the model for Store 8 and Dept 19 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1569.563, Time=0.08 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1656.154, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1576.151, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1589.676, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1760.891, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1571.335, Time=0.09 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1571.227, Time=0.08 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1576.026, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1572.513, Time=0.02 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1572.905, Time=0.04 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1582.384, Time=0.01 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.484 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
708.7375656806609
2541
Now the model for Store 8 and Dept 2 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1884.049, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1880.212, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1882.036, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1882.085, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2382.466, Time=0.00 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.067 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
1683.0451744186048
2542
Now the model for Store 8 and Dept 20 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1601.134, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1615.254, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1602.270, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1607.021, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1929.092, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1601.209, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1601.516, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1603.247, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1599.447, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1600.918, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1602.911, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.361 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
751.7450301588439
2543
Now the model for Store 8 and Dept 21 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1609.098, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1645.873, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1609.220, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1622.115, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1994.367, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1610.218, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1610.027, Time=0.05 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1615.650, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1608.808, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1607.695, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1609.557, Time=0.06 sec
ARIMA(3,0,0)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(3,0,0)(0,0,0)[0] intercept
Total fit time: 0.433 seconds
ARIMA(3,0,0)(0,0,0)[0] intercept
1256.9710281656612
2544
Now the model for Store 8 and Dept 22 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1812.965, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1836.022, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1814.919, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1822.964, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2071.810, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1813.984, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1815.459, Time=0.04 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1819.894, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1813.875, Time=0.02 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1814.256, Time=0.07 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1817.239, Time=0.03 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.324 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
1284.174239605283
2545
Now the model for Store 8 and Dept 23 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1983.676, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2011.548, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1984.555, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1994.206, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2221.375, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1985.194, Time=0.03 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1986.082, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1991.883, Time=0.02 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1984.146, Time=0.02 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=inf, Time=0.17 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1988.759, Time=0.04 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.369 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
2382.056903050959
2546
Now the model for Store 8 and Dept 24 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1792.561, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1826.762, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1791.943, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1796.304, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1989.698, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1792.133, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1794.224, Time=0.05 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1812.580, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.177 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1261.6433186648558
2547
Now the model for Store 8 and Dept 25 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1718.718, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1727.686, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1716.621, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1718.790, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2060.970, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1718.629, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1720.570, Time=0.06 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1756.507, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.194 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1129.776254666214
2548
Now the model for Store 8 and Dept 26 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1773.699, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1798.010, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1774.363, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1782.848, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2050.303, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1774.679, Time=0.03 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1775.804, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1779.819, Time=0.02 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1773.024, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1774.152, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1776.041, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1789.108, Time=0.01 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.298 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
1734.5978510608134
2549
Now the model for Store 8 and Dept 27 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1493.838, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1555.767, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1492.127, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1511.133, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1690.518, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1493.904, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1495.730, Time=0.05 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1504.748, Time=0.02 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.209 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
304.5775222012541
2550
Now the model for Store 8 and Dept 28 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1223.462, Time=0.10 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1299.037, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1230.009, Time=0.04 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1262.178, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1471.982, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1225.388, Time=0.11 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1225.386, Time=0.12 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1248.102, Time=0.08 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1224.269, Time=0.07 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1227.389, Time=0.19 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1227.887, Time=0.02 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.784 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
124.63043565983394
2551
Now the model for Store 8 and Dept 29 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1641.339, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1685.147, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1641.174, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1659.044, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1905.129, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1640.286, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1642.177, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1642.221, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1644.171, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1652.582, Time=0.01 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.260 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
767.7844081357981
2552
Now the model for Store 8 and Dept 3 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1979.380, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2074.350, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1983.240, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2002.179, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2178.104, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1980.593, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1979.697, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=2004.680, Time=0.02 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1980.212, Time=0.02 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1981.499, Time=0.07 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1989.252, Time=0.02 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.274 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
5290.081563638607
2553
Now the model for Store 8 and Dept 30 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1496.000, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1528.902, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1496.580, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1509.900, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1844.341, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1496.272, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1496.507, Time=0.09 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1500.418, Time=0.09 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1494.218, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1496.284, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1498.258, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.463 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
350.9957509408596
2554
Now the model for Store 8 and Dept 31 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1592.798, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1664.942, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1593.462, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1608.708, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1780.967, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1594.007, Time=0.12 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1594.569, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1597.778, Time=0.10 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1592.065, Time=0.04 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1593.917, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1595.841, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1605.576, Time=0.01 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.480 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
635.4956497410327
2555
Now the model for Store 8 and Dept 32 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1921.300, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1942.658, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1919.563, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1923.064, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2064.073, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1921.158, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1923.217, Time=0.05 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1942.033, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.134 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
2254.2028470920627
2556
Now the model for Store 8 and Dept 33 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1778.619, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1807.020, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1776.621, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1784.117, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2004.892, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1778.584, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1780.983, Time=0.08 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1800.397, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.228 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1303.9858611484217
2557
Now the model for Store 8 and Dept 34 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1756.150, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1787.684, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1755.013, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1767.222, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2101.629, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1755.592, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1757.577, Time=0.05 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1779.154, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.175 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1098.2184303681354
2558
Now the model for Store 8 and Dept 35 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1524.611, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1539.672, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1522.640, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1525.032, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1811.253, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1524.628, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1526.604, Time=0.03 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1555.445, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.162 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
418.82672489013254
2559
Now the model for Store 8 and Dept 36 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1560.410, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1622.202, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1558.429, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1573.100, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1722.395, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1560.399, Time=0.08 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1562.395, Time=0.06 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1567.797, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.262 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
439.6071875516987
2560
Now the model for Store 8 and Dept 37 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1466.920, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1489.483, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1471.846, Time=0.06 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1480.846, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1835.893, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1461.719, Time=0.10 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1459.807, Time=0.07 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1461.116, Time=0.10 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1463.009, Time=0.12 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.616 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
298.60775823256876
2561
Now the model for Store 8 and Dept 38 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2072.535, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2081.513, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2077.121, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2079.562, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2477.248, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2067.936, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2069.921, Time=0.02 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2065.891, Time=0.07 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=2065.959, Time=0.03 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=2051.348, Time=0.15 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=2053.226, Time=0.10 sec
ARIMA(3,0,3)(0,0,0)[0] intercept : AIC=2056.578, Time=0.25 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=2056.428, Time=0.11 sec
ARIMA(3,0,2)(0,0,0)[0] : AIC=2063.517, Time=0.20 sec
Best model: ARIMA(3,0,2)(0,0,0)[0] intercept
Total fit time: 1.051 seconds
ARIMA(3,0,2)(0,0,0)[0] intercept
6585.084735695777
2562
Now the model for Store 8 and Dept 4 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1810.667, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1810.919, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1808.890, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1809.443, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2275.250, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1810.652, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1812.536, Time=0.06 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=inf, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.160 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1277.2352079106404
2563
Now the model for Store 8 and Dept 40 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1837.287, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1919.929, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1845.740, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1887.673, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2394.221, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1836.747, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1835.971, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1835.572, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1837.528, Time=0.05 sec
ARIMA(3,0,0)(0,0,0)[0] : AIC=inf, Time=0.04 sec
Best model: ARIMA(3,0,0)(0,0,0)[0] intercept
Total fit time: 0.290 seconds
ARIMA(3,0,0)(0,0,0)[0] intercept
2528.5022682992376
2564
Now the model for Store 8 and Dept 41 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1641.951, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1689.134, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1646.032, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1662.023, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1765.455, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1645.321, Time=0.03 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1645.875, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1655.754, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1644.210, Time=0.02 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1645.713, Time=0.13 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1644.768, Time=0.05 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.466 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
711.5981832364563
2565
Now the model for Store 8 and Dept 42 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1545.692, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1547.883, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1544.215, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1545.997, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1997.621, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1542.530, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1542.523, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1544.521, Time=0.07 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1543.820, Time=0.05 sec
ARIMA(3,0,0)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(3,0,0)(0,0,0)[0] intercept
Total fit time: 0.317 seconds
ARIMA(3,0,0)(0,0,0)[0] intercept
514.2476633835955
2566
Now the model for Store 8 and Dept 44 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1633.554, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1665.931, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1634.423, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1646.388, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1939.623, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1633.156, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1631.176, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1633.065, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1635.072, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.267 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
718.7506552290184
2567
Now the model for Store 8 and Dept 46 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1903.935, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1941.397, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1902.968, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1908.574, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2248.568, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1903.604, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1905.659, Time=0.05 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1926.426, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.165 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1468.8413798314605
2568
Now the model for Store 8 and Dept 49 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1580.767, Time=0.14 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1646.476, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1599.096, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1622.470, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1845.502, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1587.449, Time=0.09 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1590.978, Time=0.07 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1607.965, Time=0.10 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1586.125, Time=0.03 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=inf, Time=0.16 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1581.625, Time=0.05 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.710 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
589.9748003356959
2569
Now the model for Store 8 and Dept 5 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2114.006, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2147.434, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2116.898, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2131.321, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2296.384, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2114.874, Time=0.02 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2116.091, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=2124.551, Time=0.02 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2113.449, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=2114.705, Time=0.02 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2116.462, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=2124.819, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.251 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
5287.8294314356535
2570
Now the model for Store 8 and Dept 52 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1540.014, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1595.438, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1539.737, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1561.648, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1833.372, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1539.218, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1540.782, Time=0.08 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1541.341, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1542.667, Time=0.12 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1550.351, Time=0.03 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.422 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
828.8155839139837
2571
Now the model for Store 8 and Dept 55 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1910.207, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1950.787, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1911.656, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1930.678, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2097.392, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1906.387, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1908.559, Time=0.02 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1908.306, Time=0.08 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1907.176, Time=0.08 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1912.766, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1910.349, Time=0.04 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=1907.237, Time=0.10 sec
ARIMA(2,0,1)(0,0,0)[0] : AIC=1916.569, Time=0.03 sec
Best model: ARIMA(2,0,1)(0,0,0)[0] intercept
Total fit time: 0.529 seconds
ARIMA(2,0,1)(0,0,0)[0] intercept
2055.127233508459
2572
Now the model for Store 8 and Dept 56 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1814.899, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2010.522, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1813.857, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1930.468, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2067.019, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1814.001, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1813.860, Time=0.05 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1813.497, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1813.261, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] : AIC=1802.502, Time=0.02 sec
ARIMA(3,0,1)(0,0,0)[0] : AIC=1797.054, Time=0.09 sec
ARIMA(2,0,1)(0,0,0)[0] : AIC=1812.974, Time=0.04 sec
ARIMA(3,0,2)(0,0,0)[0] : AIC=1797.802, Time=0.06 sec
ARIMA(2,0,2)(0,0,0)[0] : AIC=1796.873, Time=0.05 sec
ARIMA(1,0,2)(0,0,0)[0] : AIC=1800.140, Time=0.03 sec
ARIMA(2,0,3)(0,0,0)[0] : AIC=1797.832, Time=0.07 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1814.295, Time=0.02 sec
ARIMA(1,0,3)(0,0,0)[0] : AIC=1801.409, Time=0.04 sec
ARIMA(3,0,3)(0,0,0)[0] : AIC=1799.263, Time=0.10 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1793.376, Time=0.14 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1800.543, Time=0.03 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=1793.599, Time=0.14 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=1794.142, Time=0.21 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=1802.038, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1792.678, Time=0.13 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1802.101, Time=0.05 sec
Best model: ARIMA(3,0,1)(0,0,0)[0] intercept
Total fit time: 1.499 seconds
ARIMA(3,0,1)(0,0,0)[0] intercept
3796.927293906947
2573
Now the model for Store 8 and Dept 59 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1644.414, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1727.276, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1648.223, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1667.255, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1756.685, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1645.831, Time=0.08 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1646.294, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1646.912, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1644.136, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1645.498, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1647.474, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1648.679, Time=0.01 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.386 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
588.6170845240059
2574
Now the model for Store 8 and Dept 6 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1868.733, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1871.424, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1868.301, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1869.800, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1974.296, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1867.895, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1868.853, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1869.453, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1870.647, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1886.263, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.187 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
1432.9488130593095
2575
Now the model for Store 8 and Dept 60 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1146.133, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1144.699, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1144.121, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1144.249, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1393.476, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1146.122, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1148.114, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1195.109, Time=0.02 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.183 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
56.38264357187213
2576
Now the model for Store 8 and Dept 67 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1835.461, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1865.819, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1838.914, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1829.166, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2020.036, Time=0.00 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1831.440, Time=0.02 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1832.480, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] : AIC=1926.966, Time=0.03 sec
Best model: ARIMA(0,0,1)(0,0,0)[0] intercept
Total fit time: 0.183 seconds
ARIMA(0,0,1)(0,0,0)[0] intercept
1627.5294025378596
2577
Now the model for Store 8 and Dept 7 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2208.144, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2240.483, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2206.312, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2217.078, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2331.211, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2208.079, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2210.103, Time=0.03 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2221.654, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.117 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
5580.079853868771
2578
Now the model for Store 8 and Dept 71 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1621.224, Time=0.12 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1651.390, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1623.690, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1633.595, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1852.253, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1624.468, Time=0.10 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1624.695, Time=0.08 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1628.402, Time=0.11 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1623.090, Time=0.02 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=inf, Time=0.23 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1627.195, Time=0.04 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.787 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
750.283115558315
2579
Now the model for Store 8 and Dept 72 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2275.906, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2281.992, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2276.962, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2279.369, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2425.234, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2274.401, Time=0.03 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2273.209, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=2273.208, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2275.020, Time=0.04 sec
ARIMA(3,0,0)(0,0,0)[0] : AIC=2283.130, Time=0.02 sec
Best model: ARIMA(3,0,0)(0,0,0)[0] intercept
Total fit time: 0.226 seconds
ARIMA(3,0,0)(0,0,0)[0] intercept
11007.142569090971
2580
Now the model for Store 8 and Dept 74 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1752.086, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1768.895, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1750.117, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1754.080, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2110.183, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1752.023, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1754.075, Time=0.05 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1782.995, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.144 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1233.4516031010098
2581
Now the model for Store 8 and Dept 79 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1874.360, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1869.628, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1870.434, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1868.535, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2273.915, Time=0.01 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1870.944, Time=0.03 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1872.947, Time=0.07 sec
ARIMA(0,0,1)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(0,0,1)(0,0,0)[0] intercept
Total fit time: 0.223 seconds
ARIMA(0,0,1)(0,0,0)[0] intercept
2407.144052331671
2582
Now the model for Store 8 and Dept 8 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1758.619, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1755.025, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1756.677, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1756.916, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2317.758, Time=0.00 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.093 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
2222.6182279069726
2583
Now the model for Store 8 and Dept 80 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1600.174, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1617.093, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1599.723, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1604.191, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2108.205, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1600.206, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1601.731, Time=0.05 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=inf, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.203 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
628.578780596185
2584
Now the model for Store 8 and Dept 81 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1618.813, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1616.150, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1616.812, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1616.874, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2172.586, Time=0.00 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.069 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
586.6584418604633
2585
Now the model for Store 8 and Dept 82 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1995.699, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2020.626, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1993.659, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1998.699, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2225.587, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1995.620, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1997.675, Time=0.03 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2019.395, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.128 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1729.0374926857717
2586
Now the model for Store 8 and Dept 83 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1529.582, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1553.025, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1528.640, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1527.485, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1856.335, Time=0.00 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1526.715, Time=0.06 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1528.453, Time=0.05 sec
ARIMA(0,0,3)(0,0,0)[0] intercept : AIC=1526.581, Time=0.09 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=1520.049, Time=0.06 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=1515.367, Time=0.09 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1531.009, Time=0.13 sec
ARIMA(3,0,3)(0,0,0)[0] intercept : AIC=inf, Time=0.19 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=1493.261, Time=0.24 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1519.182, Time=0.05 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1532.618, Time=0.11 sec
ARIMA(3,0,2)(0,0,0)[0] : AIC=1502.504, Time=0.12 sec
Best model: ARIMA(3,0,2)(0,0,0)[0] intercept
Total fit time: 1.269 seconds
ARIMA(3,0,2)(0,0,0)[0] intercept
494.91900085430547
2587
Now the model for Store 8 and Dept 85 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1597.994, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1640.336, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1596.008, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1607.161, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1861.385, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1598.016, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1599.988, Time=0.10 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1616.442, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.226 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
612.2588033125188
2588
Now the model for Store 8 and Dept 87 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1825.113, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1892.781, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1837.156, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1868.691, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2249.957, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1821.929, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1820.592, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1822.075, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1823.881, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.04 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.283 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
6074.9511433428315
2589
Now the model for Store 8 and Dept 9 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1913.834, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1921.784, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1911.790, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1913.662, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2165.969, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1913.786, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1915.812, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1949.490, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.133 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
2350.484578003501
2590
Now the model for Store 8 and Dept 90 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1915.610, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1936.778, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1921.065, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1926.793, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2399.949, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1915.148, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1917.302, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1912.847, Time=0.06 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1914.338, Time=0.04 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=1903.528, Time=0.13 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1907.131, Time=0.12 sec
ARIMA(3,0,3)(0,0,0)[0] intercept : AIC=1898.910, Time=0.24 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=1907.142, Time=0.13 sec
ARIMA(3,0,3)(0,0,0)[0] : AIC=1908.653, Time=0.17 sec
Best model: ARIMA(3,0,3)(0,0,0)[0] intercept
Total fit time: 1.058 seconds
ARIMA(3,0,3)(0,0,0)[0] intercept
3160.87735021692
2591
Now the model for Store 8 and Dept 91 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1891.852, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1880.279, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1881.471, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1878.139, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2356.548, Time=0.00 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1870.111, Time=0.03 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1870.844, Time=0.06 sec
ARIMA(0,0,3)(0,0,0)[0] intercept : AIC=1851.519, Time=0.09 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=1860.247, Time=0.11 sec
ARIMA(0,0,3)(0,0,0)[0] : AIC=2269.736, Time=0.03 sec
Best model: ARIMA(0,0,3)(0,0,0)[0] intercept
Total fit time: 0.417 seconds
ARIMA(0,0,3)(0,0,0)[0] intercept
2226.0214253399904
2592
Now the model for Store 8 and Dept 92 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2081.995, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2091.491, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2080.461, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2082.889, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2486.940, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2082.324, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2083.682, Time=0.08 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2121.266, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.178 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
4842.928464495359
2593
Now the model for Store 8 and Dept 93 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1925.222, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1934.355, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1924.028, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1923.156, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2327.671, Time=0.00 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1924.665, Time=0.03 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1926.583, Time=0.05 sec
ARIMA(0,0,1)(0,0,0)[0] : AIC=2216.884, Time=0.04 sec
Best model: ARIMA(0,0,1)(0,0,0)[0] intercept
Total fit time: 0.210 seconds
ARIMA(0,0,1)(0,0,0)[0] intercept
2979.9329348758097
2594
Now the model for Store 8 and Dept 94 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1897.010, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1912.887, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1898.786, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1903.454, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2313.883, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1897.659, Time=0.06 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1893.760, Time=0.05 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1903.779, Time=0.02 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1890.180, Time=0.21 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=1886.014, Time=0.08 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1893.240, Time=0.05 sec
ARIMA(3,0,3)(0,0,0)[0] intercept : AIC=1884.038, Time=0.14 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=1890.343, Time=0.09 sec
ARIMA(3,0,3)(0,0,0)[0] : AIC=1889.044, Time=0.16 sec
Best model: ARIMA(3,0,3)(0,0,0)[0] intercept
Total fit time: 0.956 seconds
ARIMA(3,0,3)(0,0,0)[0] intercept
2092.8281846128993
2595
Now the model for Store 8 and Dept 95 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1959.403, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1988.131, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1957.429, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1964.650, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2494.991, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1959.440, Time=0.05 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1960.676, Time=0.08 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=inf, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.226 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
3064.686758956086
2596
Now the model for Store 8 and Dept 97 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1755.120, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1758.113, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1756.935, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1753.670, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2233.109, Time=0.00 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1753.666, Time=0.02 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1754.999, Time=0.10 sec
ARIMA(0,0,3)(0,0,0)[0] intercept : AIC=1745.364, Time=0.08 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=1750.363, Time=0.08 sec
ARIMA(0,0,3)(0,0,0)[0] : AIC=inf, Time=0.12 sec
Best model: ARIMA(0,0,3)(0,0,0)[0] intercept
Total fit time: 0.483 seconds
ARIMA(0,0,3)(0,0,0)[0] intercept
1295.0826521328077
2597
Now the model for Store 8 and Dept 98 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1750.392, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1760.905, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1748.470, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1749.918, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2056.866, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1750.516, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1752.292, Time=0.06 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1785.870, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.177 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
839.0460883328064
2598
Now the model for Store 9 and Dept 1 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1928.863, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1961.754, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1932.247, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1927.146, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2173.858, Time=0.00 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1927.877, Time=0.02 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1929.230, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] : AIC=2069.267, Time=0.05 sec
Best model: ARIMA(0,0,1)(0,0,0)[0] intercept
Total fit time: 0.169 seconds
ARIMA(0,0,1)(0,0,0)[0] intercept
2633.9392343042005
2599
Now the model for Store 9 and Dept 10 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1735.340, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1743.674, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1739.132, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1741.545, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2169.393, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1731.298, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1732.119, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1730.888, Time=0.05 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1729.675, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(3,0,0)(0,0,0)[0] intercept
Total fit time: 0.271 seconds
ARIMA(3,0,0)(0,0,0)[0] intercept
2363.1796987602966
2600
Now the model for Store 9 and Dept 11 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1858.625, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1917.745, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1861.888, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1883.789, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2204.544, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1859.419, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1856.619, Time=0.04 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1877.894, Time=0.06 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1853.242, Time=0.07 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=1850.365, Time=0.11 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1859.344, Time=0.05 sec
ARIMA(3,0,3)(0,0,0)[0] intercept : AIC=1851.410, Time=0.10 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=1849.973, Time=0.07 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=1848.130, Time=0.05 sec
ARIMA(0,0,3)(0,0,0)[0] intercept : AIC=1865.920, Time=0.03 sec
ARIMA(1,0,3)(0,0,0)[0] : AIC=1863.464, Time=0.09 sec
Best model: ARIMA(1,0,3)(0,0,0)[0] intercept
Total fit time: 0.817 seconds
ARIMA(1,0,3)(0,0,0)[0] intercept
2572.589319972055
2601
Now the model for Store 9 and Dept 12 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1627.850, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1701.818, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1636.077, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1666.349, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2037.473, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1629.330, Time=0.03 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1629.220, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1651.442, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1629.192, Time=0.03 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1630.645, Time=0.10 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1631.932, Time=0.03 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.409 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
1153.6002615888224
2602
Now the model for Store 9 and Dept 13 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1721.554, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1725.035, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1723.037, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1724.774, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2283.753, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1712.618, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1710.739, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1712.646, Time=0.05 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1714.576, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.04 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.310 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
1600.1087152950884
2603
Now the model for Store 9 and Dept 14 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1912.625, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1936.712, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1916.009, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1925.055, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2095.904, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1913.142, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1918.188, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1919.220, Time=0.02 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1912.424, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1913.191, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1914.253, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1923.546, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.406 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
1531.2860128349218
2604
Now the model for Store 9 and Dept 16 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1910.462, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2102.704, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1911.912, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2022.967, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2200.433, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1912.341, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1912.222, Time=0.04 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1976.408, Time=0.10 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1910.511, Time=0.02 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1902.686, Time=0.20 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=1916.615, Time=0.08 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=1893.231, Time=0.23 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=1909.665, Time=0.05 sec
ARIMA(3,0,3)(0,0,0)[0] intercept : AIC=1899.748, Time=0.25 sec
ARIMA(2,0,3)(0,0,0)[0] : AIC=1901.665, Time=0.09 sec
Best model: ARIMA(2,0,3)(0,0,0)[0] intercept
Total fit time: 1.199 seconds
ARIMA(2,0,3)(0,0,0)[0] intercept
3390.0703515294854
2605
Now the model for Store 9 and Dept 17 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1651.526, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1668.532, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1652.255, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1657.948, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1990.191, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1652.764, Time=0.03 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1653.441, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1654.555, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1651.327, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1652.480, Time=0.02 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1654.133, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.296 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
613.2264417367761
2606
Now the model for Store 9 and Dept 19 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1445.931, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1461.280, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1448.569, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1452.704, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1749.836, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1446.002, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1445.983, Time=0.04 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1452.105, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1445.820, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1442.755, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1444.742, Time=0.06 sec
ARIMA(3,0,0)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(3,0,0)(0,0,0)[0] intercept
Total fit time: 0.376 seconds
ARIMA(3,0,0)(0,0,0)[0] intercept
338.5438277971686
2607
Now the model for Store 9 and Dept 2 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1823.527, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1832.324, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1821.564, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1822.902, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2306.547, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1823.490, Time=0.05 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1825.534, Time=0.05 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=inf, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.174 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
2285.9106728150678
2608
Now the model for Store 9 and Dept 20 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1578.258, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1582.870, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1576.251, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1577.106, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1856.974, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1578.243, Time=0.05 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1580.257, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1618.928, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.207 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
410.782707816243
2609
Now the model for Store 9 and Dept 21 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1561.443, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1572.396, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1560.553, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1565.372, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1929.727, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1559.165, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1560.666, Time=0.03 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1560.851, Time=0.05 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1562.617, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.256 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
526.9151588809877
2610
Now the model for Store 9 and Dept 22 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1757.567, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1775.905, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1763.948, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1769.725, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1990.591, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1751.675, Time=0.03 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1751.346, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1751.449, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1753.061, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1763.438, Time=0.01 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.230 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
979.650872778522
2611
Now the model for Store 9 and Dept 23 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1881.720, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1915.488, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1884.250, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1895.920, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2152.818, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1882.974, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1883.801, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1893.887, Time=0.02 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1882.752, Time=0.02 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1883.689, Time=0.15 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1885.592, Time=0.06 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.386 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
1679.2916572305412
2612
Now the model for Store 9 and Dept 24 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1643.407, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1689.249, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1641.412, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1654.596, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1863.534, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1643.359, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1645.390, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1659.113, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.164 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
673.2781706005994
2613
Now the model for Store 9 and Dept 25 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1688.802, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1698.516, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1686.739, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1689.547, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2008.755, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1688.679, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1690.507, Time=0.05 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1724.755, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.138 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
861.6855242248477
2614
Now the model for Store 9 and Dept 26 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1637.218, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1686.712, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1637.836, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1658.936, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1951.393, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1638.205, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1638.538, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1644.034, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1636.304, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1638.201, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1640.162, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1647.693, Time=0.04 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.392 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
916.5508322323138
2615
Now the model for Store 9 and Dept 27 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1450.006, Time=0.09 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1508.075, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1452.239, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1469.200, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1636.795, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1452.446, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1451.807, Time=0.13 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1464.372, Time=0.10 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1451.756, Time=0.02 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1451.316, Time=0.10 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1454.039, Time=0.04 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.623 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
288.2808299109723
2616
Now the model for Store 9 and Dept 28 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1167.550, Time=0.10 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1217.165, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1174.864, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1193.695, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1416.842, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1169.514, Time=0.14 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1169.525, Time=0.13 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1182.688, Time=0.08 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1168.420, Time=0.04 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1170.053, Time=0.10 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1173.274, Time=0.04 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.716 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
86.10217692705206
2617
Now the model for Store 9 and Dept 29 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1554.758, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1579.995, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1552.739, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1555.925, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1815.614, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1554.745, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1556.530, Time=0.07 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1579.676, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.231 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
403.4174589153391
2618
Now the model for Store 9 and Dept 3 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1922.408, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1986.916, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1920.349, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1951.635, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2098.187, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1922.343, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1923.857, Time=0.03 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1930.925, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.132 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
2798.8871219562443
2619
Now the model for Store 9 and Dept 30 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1404.060, Time=0.10 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1478.375, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1415.462, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1443.663, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1766.415, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1406.040, Time=0.16 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1406.021, Time=0.13 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1433.813, Time=0.09 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1409.080, Time=0.03 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1408.031, Time=0.16 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1408.708, Time=0.04 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.795 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
198.3903601590516
2620
Now the model for Store 9 and Dept 31 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1533.007, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1567.824, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1531.124, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1536.714, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1725.267, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1532.970, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1535.055, Time=0.05 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1551.011, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.203 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
407.96415598426717
2621
Now the model for Store 9 and Dept 32 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1881.394, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1897.401, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1879.435, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1882.116, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2012.209, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1881.393, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1883.380, Time=0.03 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1903.512, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.130 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1501.3895722828624
2622
Now the model for Store 9 and Dept 33 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1622.542, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1653.111, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1620.675, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1626.860, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1864.837, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1622.456, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1624.494, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1644.264, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.184 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
612.2927673667571
2623
Now the model for Store 9 and Dept 34 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1683.150, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1720.172, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1685.653, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1701.910, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2020.794, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1680.244, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1678.221, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1680.506, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1680.734, Time=0.20 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.465 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
1104.867776528667
2624
Now the model for Store 9 and Dept 35 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1453.101, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1478.756, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1453.933, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1463.682, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1755.537, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1453.904, Time=0.05 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1454.720, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1456.699, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1452.029, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1453.587, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1455.576, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1467.293, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.350 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
395.46632975460045
2625
Now the model for Store 9 and Dept 36 will be created
(100, 2)
(41, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1565.389, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1623.486, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1563.504, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1574.030, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1702.241, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1565.443, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=inf, Time=0.15 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1571.640, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.307 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
562.4229329062532
2626
Now the model for Store 9 and Dept 38 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2082.304, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2078.648, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2080.292, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2080.269, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2541.288, Time=0.00 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.064 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
8788.87619534884
2627
Now the model for Store 9 and Dept 4 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1707.792, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1715.531, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1707.280, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1709.341, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2232.147, Time=0.01 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1707.987, Time=0.10 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1709.255, Time=0.06 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=inf, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.272 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
1291.58111411077
2628
Now the model for Store 9 and Dept 40 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1773.555, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1798.987, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1779.947, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1789.431, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2339.674, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1770.272, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1769.682, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1769.332, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1771.175, Time=0.07 sec
ARIMA(3,0,0)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(3,0,0)(0,0,0)[0] intercept
Total fit time: 0.295 seconds
ARIMA(3,0,0)(0,0,0)[0] intercept
2016.4318690915763
2629
Now the model for Store 9 and Dept 41 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1497.173, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1582.526, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1499.916, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1537.431, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1712.875, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1498.046, Time=0.03 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1497.379, Time=0.07 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1521.553, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1496.081, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1498.028, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1500.029, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1501.296, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.394 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
688.1668324688908
2630
Now the model for Store 9 and Dept 42 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1547.077, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1549.051, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1545.395, Time=0.05 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1546.497, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1887.039, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1546.716, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1548.719, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1591.751, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.179 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
570.2298586872653
2631
Now the model for Store 9 and Dept 44 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1583.479, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1662.963, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1587.751, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1624.437, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1911.187, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1583.989, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1585.595, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1597.923, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1582.015, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1584.027, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1585.988, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.03 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.368 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
570.8174345744991
2632
Now the model for Store 9 and Dept 46 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1781.626, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1816.098, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1781.689, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1784.224, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2087.695, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1783.097, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1783.375, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1781.958, Time=0.02 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1781.052, Time=0.05 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1782.963, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1784.955, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1807.520, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.301 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
712.5512296600043
2633
Now the model for Store 9 and Dept 5 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2100.636, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2124.329, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2103.589, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2113.207, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2286.311, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2100.927, Time=0.03 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=2102.647, Time=0.02 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=2108.275, Time=0.02 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2099.599, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=2100.729, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2102.432, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=2112.647, Time=0.01 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.258 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
4232.035018786943
2634
Now the model for Store 9 and Dept 52 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1495.119, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1514.311, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1497.144, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1504.002, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1778.772, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1494.266, Time=0.03 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1492.400, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1494.166, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1496.166, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1507.134, Time=0.03 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.252 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
288.82213511604266
2635
Now the model for Store 9 and Dept 55 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1933.049, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1964.715, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1934.366, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1948.768, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2131.959, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1931.774, Time=0.05 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1931.510, Time=0.02 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1933.337, Time=0.02 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1933.580, Time=0.08 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1942.017, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.256 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
3045.717486560483
2636
Now the model for Store 9 and Dept 6 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1868.553, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1865.707, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1866.667, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1866.807, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1950.529, Time=0.00 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.056 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
1205.0079767441866
2637
Now the model for Store 9 and Dept 67 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1721.533, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1747.554, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1722.729, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1711.582, Time=0.06 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1933.174, Time=0.00 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1713.928, Time=0.02 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1715.487, Time=0.03 sec
ARIMA(0,0,1)(0,0,0)[0] : AIC=1830.539, Time=0.05 sec
Best model: ARIMA(0,0,1)(0,0,0)[0] intercept
Total fit time: 0.217 seconds
ARIMA(0,0,1)(0,0,0)[0] intercept
1082.7091939564534
2638
Now the model for Store 9 and Dept 7 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2106.749, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2138.764, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2105.673, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2117.405, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2243.825, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2106.630, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2108.580, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=2122.791, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.120 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
3178.8428781498733
2639
Now the model for Store 9 and Dept 71 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1551.242, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1547.894, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1549.247, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1549.330, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1755.534, Time=0.00 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.115 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
425.9569000000002
2640
Now the model for Store 9 and Dept 72 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=2237.128, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=2245.024, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=2238.914, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=2241.661, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2392.271, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=2236.596, Time=0.03 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=2236.023, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=2235.315, Time=0.03 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=2236.833, Time=0.05 sec
ARIMA(3,0,0)(0,0,0)[0] : AIC=2245.681, Time=0.02 sec
Best model: ARIMA(3,0,0)(0,0,0)[0] intercept
Total fit time: 0.237 seconds
ARIMA(3,0,0)(0,0,0)[0] intercept
7188.524067050064
2641
Now the model for Store 9 and Dept 74 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1740.751, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1737.641, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1738.725, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1738.713, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2063.430, Time=0.00 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.073 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
890.4271581395345
2642
Now the model for Store 9 and Dept 79 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1648.550, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1645.603, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1646.639, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1646.946, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2164.321, Time=0.00 sec
Best model: ARIMA(0,0,0)(0,0,0)[0] intercept
Total fit time: 0.069 seconds
ARIMA(0,0,0)(0,0,0)[0] intercept
911.4715116279044
2643
Now the model for Store 9 and Dept 8 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1736.358, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1739.156, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1736.657, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1738.285, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2274.124, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1734.295, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1732.569, Time=0.03 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1734.197, Time=0.04 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1736.048, Time=0.09 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.02 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.312 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
2290.169918089872
2644
Now the model for Store 9 and Dept 81 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1322.343, Time=0.13 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1350.237, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1331.675, Time=0.07 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1338.057, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1832.649, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1327.101, Time=0.05 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1327.205, Time=0.05 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1336.674, Time=0.09 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1328.182, Time=0.03 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1326.003, Time=0.19 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1324.137, Time=0.06 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.739 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
350.4807284579854
2645
Now the model for Store 9 and Dept 82 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1901.945, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1930.654, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1899.978, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1908.541, Time=0.01 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2137.482, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1901.793, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1903.774, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1923.113, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.122 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
990.2970301201342
2646
Now the model for Store 9 and Dept 85 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1442.168, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1450.515, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1440.800, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1443.791, Time=0.03 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1662.472, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1441.104, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1443.024, Time=0.03 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1477.395, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.163 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
192.39220276580681
2647
Now the model for Store 9 and Dept 87 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1827.131, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1882.395, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1839.736, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1863.101, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2198.080, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1823.764, Time=0.04 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1824.749, Time=0.02 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1824.275, Time=0.06 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1818.791, Time=0.08 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1829.391, Time=0.05 sec
ARIMA(3,0,2)(0,0,0)[0] intercept : AIC=1819.096, Time=0.21 sec
ARIMA(2,0,3)(0,0,0)[0] intercept : AIC=1823.040, Time=0.23 sec
ARIMA(1,0,3)(0,0,0)[0] intercept : AIC=1830.155, Time=0.06 sec
ARIMA(3,0,3)(0,0,0)[0] intercept : AIC=1814.077, Time=0.18 sec
ARIMA(3,0,3)(0,0,0)[0] : AIC=1810.223, Time=0.20 sec
ARIMA(2,0,3)(0,0,0)[0] : AIC=inf, Time=0.17 sec
ARIMA(3,0,2)(0,0,0)[0] : AIC=inf, Time=0.19 sec
ARIMA(2,0,2)(0,0,0)[0] : AIC=inf, Time=0.17 sec
Best model: ARIMA(3,0,3)(0,0,0)[0]
Total fit time: 1.722 seconds
ARIMA(3,0,3)(0,0,0)[0]
2105.7172920060057
2648
Now the model for Store 9 and Dept 9 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1930.904, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1952.812, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1929.098, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1933.204, Time=0.04 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2184.638, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1930.941, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1932.900, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1956.620, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.146 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
3408.7982442355838
2649
Now the model for Store 9 and Dept 90 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1391.629, Time=0.14 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1521.060, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1408.510, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1465.564, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1879.932, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1393.011, Time=0.17 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1392.046, Time=0.16 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1446.565, Time=0.06 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1401.345, Time=0.03 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1394.385, Time=0.18 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1393.788, Time=0.07 sec
Best model: ARIMA(1,0,1)(0,0,0)[0] intercept
Total fit time: 0.905 seconds
ARIMA(1,0,1)(0,0,0)[0] intercept
154.99536608740044
2650
Now the model for Store 9 and Dept 91 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1305.225, Time=0.09 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1414.187, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1316.060, Time=0.05 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1368.244, Time=0.07 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1641.899, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1305.997, Time=0.14 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1305.874, Time=0.13 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1344.697, Time=0.09 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1304.498, Time=0.09 sec
ARIMA(3,0,0)(0,0,0)[0] intercept : AIC=1305.874, Time=0.12 sec
ARIMA(3,0,1)(0,0,0)[0] intercept : AIC=1307.602, Time=0.11 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=1308.160, Time=0.03 sec
Best model: ARIMA(2,0,0)(0,0,0)[0] intercept
Total fit time: 0.936 seconds
ARIMA(2,0,0)(0,0,0)[0] intercept
260.12041167423996
2651
Now the model for Store 9 and Dept 92 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1772.492, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1891.048, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1782.266, Time=0.02 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1833.676, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2186.689, Time=0.00 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1773.674, Time=0.04 sec
ARIMA(1,0,2)(0,0,0)[0] intercept : AIC=1774.183, Time=0.03 sec
ARIMA(0,0,2)(0,0,0)[0] intercept : AIC=1801.434, Time=0.08 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1776.658, Time=0.03 sec
ARIMA(2,0,2)(0,0,0)[0] intercept : AIC=1773.982, Time=0.19 sec
ARIMA(1,0,1)(0,0,0)[0] : AIC=1772.186, Time=0.07 sec
ARIMA(0,0,1)(0,0,0)[0] : AIC=inf, Time=0.04 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=inf, Time=0.01 sec
ARIMA(2,0,1)(0,0,0)[0] : AIC=1774.248, Time=0.07 sec
ARIMA(1,0,2)(0,0,0)[0] : AIC=1774.183, Time=0.10 sec
ARIMA(0,0,2)(0,0,0)[0] : AIC=inf, Time=0.07 sec
ARIMA(2,0,0)(0,0,0)[0] : AIC=inf, Time=0.03 sec
ARIMA(2,0,2)(0,0,0)[0] : AIC=1776.226, Time=0.16 sec
Best model: ARIMA(1,0,1)(0,0,0)[0]
Total fit time: 1.027 seconds
ARIMA(1,0,1)(0,0,0)[0]
1808.3699289254387
2652
Now the model for Store 9 and Dept 95 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1833.310, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1983.450, Time=0.00 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1832.076, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1903.111, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=2334.139, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1833.420, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1834.970, Time=0.12 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=inf, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.240 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
7916.011125850943
2653
Now the model for Store 9 and Dept 96 will be created
(100, 2)
(43, 2)
Performing stepwise search to minimize aic
ARIMA(1,0,1)(0,0,0)[0] intercept : AIC=1572.279, Time=0.02 sec
ARIMA(0,0,0)(0,0,0)[0] intercept : AIC=1616.492, Time=0.01 sec
ARIMA(1,0,0)(0,0,0)[0] intercept : AIC=1570.255, Time=0.01 sec
ARIMA(0,0,1)(0,0,0)[0] intercept : AIC=1581.614, Time=0.05 sec
ARIMA(0,0,0)(0,0,0)[0] : AIC=1921.800, Time=0.00 sec
ARIMA(2,0,0)(0,0,0)[0] intercept : AIC=1572.250, Time=0.02 sec
ARIMA(2,0,1)(0,0,0)[0] intercept : AIC=1574.087, Time=0.14 sec
ARIMA(1,0,0)(0,0,0)[0] : AIC=1589.559, Time=0.01 sec
Best model: ARIMA(1,0,0)(0,0,0)[0] intercept
Total fit time: 0.271 seconds
ARIMA(1,0,0)(0,0,0)[0] intercept
560.7536110487092
Store Dept Date2 Weekly_Sales
0 1 1 2012-01-06 16567.69
1 1 1 2012-01-13 16894.40
2 1 1 2012-01-20 18365.10
3 1 1 2012-01-27 18378.16
4 1 1 2012-02-03 23510.49